Index A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z A act_g (FFC_BN_ACT attribute) act_l (FFC_BN_ACT attribute) AdaptiveThresholdingMethod (class in sparkocr.enums) AdaptiveThresholdingMode (class in sparkocr.enums) add() (TiffTags method) add_compression_ratio() (DicomCleaner method) add_description() (in module sparkocr.utils.svs.phi_cleaning) add_empty_tag() (Obfuscator method) add_image() (DicomToImageV3 method) add_meter() (MetricLogger method) add_module() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) add_tag() (DicomMetadataDeidentifier static method) add_tokens() (MixedDataset method) addAdaptiveThreshold() (ImageTransformer method) addBlur() (ImageTransformer method) addDilateTransform() (GPUImageTransformer method) (ImageTransformer method) added_tokens (in module sparkocr.transformers.readers.mixed_iterator) addErodeTransform() (GPUImageTransformer method) (ImageTransformer method) addHuangTransform() (GPUImageTransformer method) addInvert() (ImageTransformer method) addMedianBlur() (ImageTransformer method) addOtsuTransform() (GPUImageTransformer method) (ImageTransformer method) addRemoveObjects() (ImageTransformer method) addScalingTransform() (GPUImageTransformer method) (ImageTransformer method) adjustResultCoordinates() (in module sparkocr.utils.craft.craft_utils) aggCols (DicomDrawRegions attribute) aggregatePages (ImageToPdf attribute) AlabReaders (class in sparkocr.transformers.readers.alab_readers) AlabReadersV1 (class in sparkocr.transformers.readers.alab_readers) algoParams (ImageTableCellDetector attribute) algoType (ImageTableCellDetector attribute) aliceblue (Color attribute) all_dicoms_df() (in module sparkocr.tests.conftest) ALLOCATIONGRANULARITY() (TIFF method) andor_tags() (TiffPage method) angle (Coordinate attribute) (LearnableSpatialTransformWrapper attribute) ANNOTATIONS (RelationOutputFormat attribute) AnnotationTypeInt (class in sparkocr.base.light_pipelines) annotator (PdfBase64File attribute) annotator_type (HocrToTextTable attribute) AnonymizationPipelineBuilder (class in sparkocr.pretrained.anonymization_pipeline_builder) answerEndMarker (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) AnswersOutput (class in sparkocr.schemas) answerStartMarker (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) antiquewhite (Color attribute) apply() (ConcatTupleLayer method) (CraftNet method) (DocVQA method) (double_conv method) (ExtendedJavaWrapper method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) apply_colormap() (in module sparkocr.utils.svs.tiffparser) applyCorrection (ImageDocumentRegionDetector attribute) (ImageTableDetector attribute) aqua (Color attribute) aquamarine (Color attribute) ARA (Language attribute) asarray() (FileSequence method) (TiffFile method) (TiffFrame method) (TiffPage method) (TiffPageSeries method) asbool() (in module sparkocr.utils.svs.tiffparser) askopenfilename() (in module sparkocr.utils.svs.tiffparser) aspage() (TiffFrame method) (TiffPage method) aspp1 (RefineNet attribute) aspp2 (RefineNet attribute) aspp3 (RefineNet attribute) aspp4 (RefineNet attribute) asrgb() (TiffFrame method) (TiffPage method) ASSEMBLER (ImageSchemaConversion attribute) astype() (in module sparkocr.utils.svs.tiffparser) AUTO (FontStyle attribute) (PageSegmentationMode attribute) auto_load_model() (in module sparkocr.transformers.visual_encoder_decoder.utils) AUTO_ONLY (PageSegmentationMode attribute) AUTO_OSD (PageSegmentationMode attribute) automaticSkewCorrection (ImageSkewCorrector attribute) avg_pool (SELayer attribute) avgpool (FFCSE_block attribute) AWS_KEY_ID (IAMReader attribute) (TACDReader attribute) AWS_SECRET_KEY (IAMReader attribute) (TACDReader attribute) AWS_SESSION_TOKEN (IAMReader attribute) (TACDReader attribute) axes (FileSequence attribute), [1] (TiffPage attribute), [1] (TiffPageSeries attribute), [1] AXES_LABELS() (TIFF method) azure (Color attribute) B BASE (ModelType attribute) Base64File (class in sparkocr.schemas) Base64ToBinary (class in sparkocr.transformers.base64_to_binary) Base64ToImage (class in sparkocr.transformers.base64_to_image) base_model (Lilt attribute) base_model_path (Dit attribute) BaseDicom (class in sparkocr.transformers.dicom.base_dicom) BaseInpaintingTrainingModule (class in sparkocr.utils.inpainting) baseline (HocrRenderer attribute) basenet (CraftNet attribute) BASIC (DatasetType attribute) (TokenizerType attribute) batch_size (Dit attribute) batchSize (ImageToTextV2 attribute) (MedicalVisionLLM attribute) beige (Color attribute) BEST (ModelType attribute) bfloat16() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) BIG_BE() (TIFF method) BIG_LE() (TIFF method) binarization (PdfToImage attribute) binarizationParams (PdfToImage attribute) binarize (ImageTextCleaner attribute) binary (ImageMorphologyOperation attribute) BinaryFields (in module sparkocr.schemas) BinaryFile (class in sparkocr.schemas) BinarySchema (in module sparkocr.schemas) BinaryToImage (class in sparkocr.transformers.binary_to_image) bio_class_idx_dic (HocrToFeatures attribute) bio_class_names (HocrToFeatures attribute) bisque (Color attribute) bitspersample (TiffPage attribute) bl (ImageRemoveBackground attribute) black (Color attribute) blackList (DicomDeidentifier attribute) (ImageDrawRegions attribute) (RegionsFilterer attribute) blanchedalmond (Color attribute) blankToken (ImageToTextV4 attribute) BLOCK (PageIteratorLevel attribute) blockSize (ImageAdaptiveThresholding attribute) blue (Color attribute) blueviolet (Color attribute) bn (FourierUnit attribute) bn_g (FFC_BN_ACT attribute) bn_l (FFC_BN_ACT attribute) BOLD (FontStyle attribute) borderWidth (ImageToTextV2 attribute) BOTTOM_CENTER (CropSquareType attribute) BOTTOM_LEFT (CropSquareType attribute) bottom_left (Rectangle attribute) BOTTOM_RIGHT (CropSquareType attribute) bottom_right (Rectangle attribute) brandsCoords (ImageBrandsToText attribute) BrosHocrTokenizer (class in sparkocr.transformers.tokenizer.bros_hocr_tokenizer) brown (Color attribute) buffers() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) build() (AnonymizationPipelineBuilder method) build_deidentification_branch() (AnonymizationPipelineBuilder method) build_dicom_branch() (AnonymizationPipelineBuilder method) build_dicom_reference_map() (DicomMetadataDeidentifier method) build_memory_branch() (AnonymizationPipelineBuilder method) build_obfuscation_branch() (AnonymizationPipelineBuilder method) burlywood (Color attribute) byRegions (ImageNoiseScorer attribute) byteorder_isnative() (in module sparkocr.utils.svs.tiffparser) bytes2str() (in module sparkocr.utils.svs.tiffparser) bytestr() (in module sparkocr.utils.svs.tiffparser) C cachedir (in module sparkocr.tests.ocr.transformers.test_visual_question_answering) cachePrompt (MedicalVisionLLM attribute) cadetblue (Color attribute) calculate_actual_level_height() (in module sparkocr.utils.svs.phi_redaction) calculate_actual_level_width() (in module sparkocr.utils.svs.phi_redaction) calculate_max_group_mem_gb() (in module sparkocr.utils.svs.phi_redaction) cap_age() (Obfuscator method) caseSensitive (VisualDocumentClassifier attribute) (VisualDocumentClassifierLilt attribute) (VisualDocumentNerLayoutLMv1 attribute) ceil_modulo() (in module sparkocr.utils.inpainting) CELL_DETECTION_ALGOS (ImageTableCellDetector attribute) CellDetectionAlgos (class in sparkocr.enums) cellInputCol (RegionsMerger attribute) cellsCol (ImageCellsToTextTable attribute) CENTER (CropSquareType attribute) CENTER_LEFT (CropSquareType attribute) CENTER_RIGHT (CropSquareType attribute) chartreuse (Color attribute) ChartToTextTable (class in sparkocr.transformers.chart_to_text_table) chatTemplate (MedicalVisionLLM attribute) check_free_space() (in module sparkocr.utils.svs.phi_cleaning) check_pretrained_pipeline() (AnonymizationPipelineBuilder method) checkpoint_model (Dit attribute) CHI (Language attribute) children() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) chocolate (Color attribute) chunk() (in module sparkocr.utils.svs.tile_extraction) chunk_list() (in module sparkocr.utils.svs.phi_redaction) CIRCLE_WORD (PageSegmentationMode attribute) class_idx_dic (HocrToFeatures attribute) class_names (HocrToFeatures attribute) CLASSES (HocrToFeatures attribute) CLASSES_VALID (HocrToFeatures attribute) CLASSIC_BE() (TIFF method) CLASSIC_LE() (TIFF method) clean() (DicomCleaner method) clean_frame() (DicomCleaner method) clean_phi() (Obfuscator method) clean_repeated_substrings() (in module sparkocr.eval_hunyuan) (in module sparkocr.eval_hunyuan_funsd) clean_tag() (Obfuscator static method) clean_tag_name() (DicomMetadataDeidentifier static method) (DicomToMetadata static method) clean_up (FunsdReader attribute) (IAMReader attribute) (SROIEReader attribute) (TACDReader attribute) clean_whitespace() (in module sparkocr.utils.svs.tiffparser) cleaned_overlay_data (DicomCleaner attribute) clear() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (CompressOutputImage method) (DatasetReader method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HasImageType method) (HasKeepInput method) (HasOcr method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (OpenFileCache method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) clearCache() (OcrResourceDownloader static method) clipLimit (ImageEnhanceContrast attribute) close() (FileHandle method) (FileSequence method) (MedicalVisionLLM method) (OpenFileCache method) (TiffFile method) CLOSING (MorphologyOperationType attribute) cls_token_id (HocrToFeatures attribute) cluster() (in module sparkocr.utils.helpers) code (TiffTag attribute), [1] Color (class in sparkocr.enums) colorMap (ImageDrawAnnotations attribute) colormap (TiffPage attribute), [1] COLORRESPONSEUNIT() (TIFF method) compare_versions() (in module sparkocr.utils), [1], [2] COMPESSORS() (TIFF method) compressImage (BinaryToImage attribute) (CompressOutputImage attribute) (DicomToImageV3 attribute) (ImageSplitRegions attribute) (PdfToImage attribute) compression (ImageToPdf attribute) (TiffPage attribute) COMPRESSION() (TIFF method) compressionMode (DicomToImageV3 attribute) compressionQuality (DicomDrawRegions attribute) (DicomToImageV3 attribute) compressionThreshold (DicomToImageV3 attribute) CompressionType (class in sparkocr.enums) CompressOutputImage (class in sparkocr.transformers.params) ConcatTupleLayer (class in sparkocr.utils.inpainting) confidenceCol (ImageBrandsToText attribute) (ImageToText attribute) (VisualDocumentClassifier attribute) confidenceThreshold (ImageBrandsToText attribute) (ImageToText attribute) (VisualDocumentClassifier attribute) config (BaseInpaintingTrainingModule attribute) connectivityHole (ImageRemoveObjects attribute) connectivityMaxObject (ImageRemoveObjects attribute) connectivityObject (ImageRemoveObjects attribute) CONSECUTIVE (FrameSamplingStrategy attribute) CONSTANT (AdaptiveThresholdingMode attribute) CONTOURS (CellDetectionAlgos attribute) conv (double_conv attribute) conv1 (FFCResnetBlock attribute) (FFCSE_block attribute) (SpectralTransform attribute) conv2 (FFCResnetBlock attribute) (SpectralTransform attribute) conv_a2g (FFCSE_block attribute) conv_a2l (FFCSE_block attribute) conv_cls (CraftNet attribute) conv_layer (FourierUnit attribute) convg2g (FFC attribute) convg2l (FFC attribute) convl2g (FFC attribute) convl2l (FFC attribute) Coordinate (class in sparkocr.schemas) CoordinateFields (in module sparkocr.schemas) CoordinateSchema (in module sparkocr.schemas) copy() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (CompressOutputImage method) (DatasetReader method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HasImageType method) (HasKeepInput method) (HasOcr method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) copy_and_strip() (in module sparkocr.utils.svs.phi_cleaning) copy_and_strip_all() (in module sparkocr.utils.svs.phi_cleaning) CopyOp (class in sparkocr.utils.svs.phi_cleaning) copyStateDict() (in module sparkocr.utils.craft.craft_utils) coral (Color attribute) cornflowerblue (Color attribute) cornsilk (Color attribute) cosine_scheduler() (in module sparkocr.transformers.visual_encoder_decoder.utils) count (SmoothedValue attribute) (TiffTag attribute), [1] cpu() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) Craft (class in sparkocr.utils.craft) CRAFT_GDRIVE_URL (in module sparkocr.utils.craft.craft_utils) craft_net (Craft attribute) CraftNet (class in sparkocr.utils.craft.models.craftnet) create_dir() (in module sparkocr.utils.craft.file_utils) create_ds_config() (in module sparkocr.transformers.visual_encoder_decoder.utils) create_file_identifier() (FunsdReader static method) (SROIEReader static method) (TACDReader static method) create_init_script_for_tesseract() (in module sparkocr.databricks) create_optimizer() (in module sparkocr.transformers.visual_encoder_decoder.optim_factory) create_output() (in module sparkocr.utils.svs.tiffparser) createTransformFunc() (ImageTableCellDetector method) crimson (Color attribute) crop_poly() (in module sparkocr.utils.craft.file_utils) crop_type (Craft attribute) cropRectangle (ImageCropper attribute) CropSquareType (class in sparkocr.enums) cropSquareType (ImageCropper attribute) CSV (TableOutputFormat attribute) cuda (Craft attribute) cuda() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) cut_header() (in module sparkocr.transformers.image_table_cell_detector) cval (ImageAdaptiveThresholding attribute) cvt2HeatmapImg() (in module sparkocr.utils.craft.image_utils) cyan (Color attribute) CZ_LSMINFO() (TIFF method) CZ_LSMINFO_DATATYPES() (TIFF method) CZ_LSMINFO_DIMENSIONS() (TIFF method) CZ_LSMINFO_READERS() (TIFF method) CZ_LSMINFO_SCANINFO_ARRAYS() (TIFF method) CZ_LSMINFO_SCANINFO_ATTRIBUTES() (TIFF method) CZ_LSMINFO_SCANINFO_STRUCTS() (TIFF method) CZ_LSMINFO_SCANTYPE() (TIFF method) CZ_LSMINFO_TYPEOFDATA() (TIFF method) D DAN (Language attribute) darkblue (Color attribute) darkcyan (Color attribute) darkgoldenrod (Color attribute) darkgray (Color attribute) darkgreen (Color attribute) darkkhaki (Color attribute) darkmagenta (Color attribute) darkolivegreen (Color attribute) darkorange (Color attribute) darkorchid (Color attribute) darkred (Color attribute) darksalmon (Color attribute) darkseagreen (Color attribute) darkslateblue (Color attribute) darkslategray (Color attribute) darkturquoise (Color attribute) darkviolet (Color attribute) data (Image attribute) DATA_DTYPES() (TIFF method) DATA_FORMATS() (TIFF method) databytecounts (TiffPage attribute) dataframe (PandasDataset attribute) dataframe_to_detections() (in module sparkocr.utils.svs.phi_redaction) dataframes (MixedDataset attribute) dataLabeler() (AlabReaders method) (AlabReadersV1 method) dataoffsets (TiffPage attribute) dataset (DitDatasetIterable attribute) DatasetReader (class in sparkocr.transformers.dataset_reader) DatasetType (class in sparkocr.enums) DATATYPES() (TIFF method) decode() (TiffPage method) DECOMPESSORS() (TIFF method) deeppink (Color attribute) deepskyblue (Color attribute) DEFAULT (EngineMode attribute) default_matcher_threshold (AnonymizationPipelineBuilder attribute) default_value (Obfuscator attribute) defragmentationThreshold (MedicalVisionLLM attribute) deIdentifyMetadata (DicomToImage attribute) delete_associated_image() (in module sparkocr.utils.svs.phi_cleaning) delete_associated_metadata() (in module sparkocr.utils.svs.phi_cleaning) delete_tag() (Obfuscator static method) DELIMITER (in module sparkocr.tests.ocr.transformers.test_visual_document_classifier_lilt) delimiter (MetricLogger attribute) denormalizeMeanVariance() (in module sparkocr.utils.craft.image_utils) deque (SmoothedValue attribute) desc (Base64File attribute) (BinaryFile attribute) description (TiffPage attribute) description1 (TiffPage attribute) desiredSize (ImageAdaptiveScaler attribute) detect_format() (in module sparkocr.utils.svs.phi_cleaning) detect_lines() (in module sparkocr.transformers.image_table_cell_detector) detect_text() (Craft method) detect_tile_level() (in module sparkocr.utils.svs.phi_redaction) detections_to_dataframe() (in module sparkocr.utils.svs.phi_redaction) DetectorOutputFormat (class in sparkocr.enums) DEU (Language attribute) device (BaseInpaintingTrainingModule attribute) (Dit attribute) (in module sparkocr.eval_hunyuan) (Lilt attribute) (PandasDataset attribute) df (DitDatasetIterable attribute) (LiltNerDatasetIterable attribute) df2list() (in module sparkocr.utils.svs.phi_redaction) df_iterators (MixedDataset attribute) df_sizes (MixedDataset attribute) DIAMOND (KernelShape attribute) dicom_image_df() (in module sparkocr.tests.conftest) dicom_image_with_metadata_df() (in module sparkocr.tests.conftest) dicom_pdf_df() (in module sparkocr.tests.conftest) dicom_single_image_df() (in module sparkocr.tests.conftest) dicom_to_disk() (in module sparkocr.tests.ocr.utils) dicom_to_image_pipe (DicomPretrainedPipeline attribute) DicomCleaner (class in sparkocr.transformers.dicom.dicom_draw_regions) DicomCompression (class in sparkocr.enums) DicomDeidentifier (class in sparkocr.transformers.dicom.dicom_deidentifier) DicomDrawRegions (class in sparkocr.transformers.dicom.dicom_draw_regions) DicomMetadataDeidentifier (class in sparkocr.transformers.dicom.dicom_metadata_deidentifier) DicomPretrainedPipeline (class in sparkocr.pretrained.dicom_pretrained_pipeline) DicomSplitter (class in sparkocr.transformers.dicom.dicom_splitter) DicomToImage (class in sparkocr.transformers.dicom_to_image) DicomToImageV2 (class in sparkocr.transformers.dicom.dicom_to_image_v2) DicomToImageV3 (class in sparkocr.transformers.dicom.dicom_to_image_v3) DicomToMetadata (class in sparkocr.transformers.dicom.dicom_to_metadata) DicomToPdf (class in sparkocr.transformers.dicom.dicom_to_pdf) DicomUpdatePdf (class in sparkocr.transformers.dicom.dicom_update_pdf) digital_pdf_df() (in module sparkocr.tests.conftest) DILATION (MorphologyOperationType attribute) dimgray (Color attribute) disableLog (MedicalVisionLLM attribute) disableTokenIds (MedicalVisionLLM attribute) DISK (KernelShape attribute) display_dicom() (in module sparkocr.utils) display_image() (in module sparkocr.utils) display_images() (in module sparkocr.databricks) (in module sparkocr.utils) display_images_horizontal() (in module sparkocr.utils) display_markup() (in module sparkocr.utils) display_pdf() (in module sparkocr.utils) display_pdf_file (class in sparkocr.utils) display_table() (in module sparkocr.utils) display_tables() (in module sparkocr.utils), [1], [2] display_xmls() (in module sparkocr.utils) displayMetadata (ImageDrawRegions attribute) distanceThreshold (TestFormRelationExtraction attribute) Dit (class in sparkocr.transformers.visual_encoder_decoder.Dit) DitDatasetIterable (class in sparkocr.transformers.visual_encoder_decoder.Dit) do_strip_in_place() (in module sparkocr.utils.svs.phi_cleaning) doc_coordinate_to_text_input_df() (in module sparkocr.tests.conftest) doc_text_multipage_df() (in module sparkocr.tests.conftest) DocToPdf (class in sparkocr.transformers.doc_to_pdf) DocToText (class in sparkocr.transformers.doc_to_text) DocToTextTable (class in sparkocr.transformers.doc_to_text_table) DocumentCoordinatesToText (class in sparkocr.transformers.document_coordinates_to_text) DocumentLayoutAnalyzer (class in sparkocr.transformers.detectors.document_layout_analyzer) documentNumCol (DicomSplitter attribute) (DicomToMetadata attribute) DocVQA (class in sparkocr.transformers.readers.docvqa_reader) dodgerblue (Color attribute) DOT_RATIO (in module sparkocr.transformers.image_remove_objects) double() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) double_conv (class in sparkocr.utils.craft.models.craftnet) download() (in module sparkocr.utils.craft.file_utils) download_and_extract() (FunsdReader method) (IAMReader method) (SROIEReader method) (TACDReader method) downloadEndpointModel() (OcrResourceDownloader static method) downloadModel() (OcrResourceDownloader static method) downloadModelData (HasOcr attribute) (HocrToTextTable attribute) (ImageBrandsToText attribute) (ImageCellsToTextTable attribute) (ImageLayoutAnalyzer attribute) (ImageToHocr attribute) (ImageToText attribute) (ImageToTextModelServing attribute) (ImageToTextV3 attribute) (ImageToTextV4 attribute) (ImageToTextWeb attribute) (VisualDocumentProcessor attribute) downloadModelDirectly() (OcrResourceDownloader static method) downloadPipeline() (OcrResourceDownloader static method) draw_regions_pipe (DicomPretrainedPipeline attribute) drawDetectedLines (ImageTableCellDetector attribute) dropCols (ImageSplitRegions attribute) dtype (class in sparkocr.utils.svs.tiffparser) (TiffPage attribute), [1] (TiffPageSeries attribute), [1] (TiffTag attribute), [1] dummy_graphic_annotation_sequence() (Obfuscator method) dummy_person_identification_code_sequence() (Obfuscator method) dummy_verifying_observer_identification_sequence() (Obfuscator method) dump_patches (ConcatTupleLayer attribute) (CraftNet attribute) (double_conv attribute) (FFC attribute) (FFC_BN_ACT attribute) (FFCResnetBlock attribute) (FFCResNetGenerator attribute) (FFCSE_block attribute) (FourierUnit attribute) (LearnableSpatialTransformWrapper attribute) (RefineNet attribute) (SELayer attribute) (SpectralTransform attribute) (vgg16_bn attribute) dynamicColor (ImageDrawRegions attribute) dynamicTemperatureExponent (MedicalVisionLLM attribute) dynamicTemperatureRange (MedicalVisionLLM attribute) E EASYOCR (VisualDocumentProcessorOcrEngines attribute) embedding (MedicalVisionLLM attribute) empty_cuda_cache (in module sparkocr.utils.craft) enable_lfu (SpectralTransform attribute) encoderHiddenStateDim1 (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) encoderHiddenStateDim2 (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) endTokenId (ImageToTextV2 attribute) (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) ENG (Language attribute) EngineMode (class in sparkocr.enums) ensure_packages_installed() (in module sparkocr.utils), [1], [2] entities_col (LiltNerDatasetIterable attribute) entitySchema (TestPositionFinder attribute) enumarg() (in module sparkocr.utils.svs.tiffparser) enumstr() (in module sparkocr.utils.svs.tiffparser) epics_tags() (TiffPage method) EROSION (MorphologyOperationType attribute) estimate_svs_memory_gb() (in module sparkocr.utils.svs.phi_redaction) eval() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) evalBatchSize (VisualDocumentNerLilt attribute) evalSize (VisualDocumentClassifierV3 attribute) (VisualDocumentNerLilt attribute) evalSteps (VisualDocumentNerLilt attribute) evaluate() (in module sparkocr.transformers.visual_encoder_decoder.engine_for_finetuning) excel_datetime() (in module sparkocr.utils.svs.tiffparser) exception (ImageOutput attribute) EXIF_TAGS() (TIFF method) exp_in (ImageHomogenizeLight attribute) explainParam() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (CompressOutputImage method) (DatasetReader method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HasImageType method) (HasKeepInput method) (HasOcr method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) explainParams() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (CompressOutputImage method) (DatasetReader method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HasImageType method) (HasKeepInput method) (HasOcr method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) exploding_wrap() (DicomToMetadata method) (HasForceProcessing method) (ImageInpainting method) (ImageTextDetectorV2 method) (ImageToTextV2 method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) export_detected_region() (in module sparkocr.utils.craft.file_utils) export_detected_regions (in module sparkocr.utils.craft) export_detected_regions() (in module sparkocr.utils.craft.file_utils) export_extra (Craft attribute) export_extra_results (in module sparkocr.utils.craft) export_extra_results() (in module sparkocr.utils.craft.file_utils) ExtendedJavaWrapper (class in sparkocr.transformers.extended_java_wrapper) extra_repr() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) extract_base_name() (in module sparkocr.utils.svs.phi_redaction) extract_file_name() (IAMReader static method) extract_pixel_using_handler() (DicomCleaner method) extract_svs_name_from_tiles() (in module sparkocr.utils.svs.phi_redaction) extract_tile() (in module sparkocr.utils.svs.tile_extraction) extractCoordinates (PdfToText attribute) EXTRACTED (FunsdReader attribute) extractJsonParams() (ImageInpainting static method) (ImageInpaintingWriter static method) (ImageTextDetectorV2 static method) (ImageTextDetectorV2Writer static method) extractParamMap() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (CompressOutputImage method) (DatasetReader method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HasImageType method) (HasKeepInput method) (HasOcr method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) extractTagForNer (DicomToMetadata attribute) EXTRASAMPLE() (TIFF method) extrasamples (TiffPage attribute) F fallBackCol (PdfToImage attribute) FAST (ModelType attribute) fc (SELayer attribute) fei_metadata() (TiffFile method) FFC (class in sparkocr.utils.inpainting) ffc (FFC_BN_ACT attribute) ffc3d (FourierUnit attribute) FFC_BN_ACT (class in sparkocr.utils.inpainting) FFCResnetBlock (class in sparkocr.utils.inpainting) FFCResNetGenerator (class in sparkocr.utils.inpainting) FFCSE_block (class in sparkocr.utils.inpainting) fft_norm (FourierUnit attribute) file (PdfBase64File attribute) FILE_EXTENSIONS() (TIFF method) FILE_FLAGS() (TIFF method) FILE_NAME (IAMReader attribute) (TACDReader attribute) file_progress() (in module sparkocr.utils.svs.phi_cleaning) FileHandle (class in sparkocr.utils.svs.tiffparser) FILENAME (FunsdReader attribute) fileNameCol (Base64ToBinary attribute) FILEOPEN_FILTER() (TIFF method) files (FileSequence attribute), [1] (OpenFileCache attribute) FileSequence (class in sparkocr.utils.svs.tiffparser) FILETYPE() (TIFF method) filledRect (ImageDrawAnnotations attribute) (ImageDrawRegions attribute) fillorder (TiffPage attribute) FILLORDER() (TIFF method) filterKey (RegionsFilterer attribute) finalizer (AnonymizationPipelineBuilder attribute) find_intersecting_tiles() (in module sparkocr.utils.svs.phi_redaction) find_thumbnail_index() (in module sparkocr.utils.svs.phi_redaction) find_thumbnail_page() (in module sparkocr.utils.svs.tile_extraction) finish_model() (Dit method) firebrick (Color attribute) fit() (VisualDocumentClassifierV3 method) (VisualDocumentNerLilt method) FIXED_NUMBER_OF_PARTITIONS (SplittingStrategy attribute) FIXED_SIZE_OF_PARTITION (SplittingStrategy attribute) flags() (TiffFile method) (TiffPage method) flashAttention (MedicalVisionLLM attribute) flatten_dicom() (DicomToMetadata method) float() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) floralwhite (Color attribute) fluoview_description_metadata() (in module sparkocr.utils.svs.tiffparser) fluoview_metadata() (TiffFile method) flush() (FileHandle method) (TensorboardLogger method) fmt (SmoothedValue attribute) fontName (ImageDrawRegions attribute) fontSize (ImageDrawAnnotations attribute) (ImageDrawRegions attribute) FontStyle (class in sparkocr.enums) fontStyle (ImageDrawRegions attribute) forceOutput (DicomDrawRegions attribute) forceProcessing (DicomToMetadata attribute) (HasForceProcessing attribute) (ImageInpainting attribute) (ImageTextDetectorV2 attribute) (ImageToTextV2 attribute) (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) forestgreen (Color attribute) form1_expected_output() (in module sparkocr.tests.conftest) form_df() (in module sparkocr.tests.conftest) format_size() (in module sparkocr.utils.svs.tiffparser) FORMATTED_TEXT (OcrOutputFormat attribute) FormRelationExtractor (class in sparkocr.transformers.annotators.form_relation_extractor) forward() (BaseInpaintingTrainingModule method) (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) FoundationOneReportParser (class in sparkocr.transformers.foundationone_parser) FourierUnit (class in sparkocr.utils.inpainting) FRA (Language attribute) FRAME_ATTRS() (TIFF method) frame_numbers (DicomCleaner attribute) frameDimsCol (DicomToImageV3 attribute) frameLimit (DicomToImageV3 attribute) FrameSamplingStrategy (class in sparkocr.enums) frameSamplingStrategy (DicomToImageV3 attribute) freeTextOnly (VisualDocumentProcessor attribute) frequencyPenalty (MedicalVisionLLM attribute) from_box() (Rectangle static method) from_disk() (PretrainedPipeline static method) fromBinary() (LightPipeline method) fromfile (FileSequence attribute) fromLocalPath() (LightPipeline method) (PretrainedPipeline method) fromString() (LightPipeline method) fstat() (TiffFile method) fu (SpectralTransform attribute) fuchsia (Color attribute) func (lazyattr attribute) funsd_reader() (FunsdReader static method) FUNSD_ROOT (in module sparkocr.eval_hunyuan_funsd) FunsdReader (class in sparkocr.transformers.readers.funsd_reader) G gainsboro (Color attribute) gate (FFC attribute) gated (FFC attribute) GAUSSIAN (AdaptiveThresholdingMethod attribute) (ThresholdingMethod attribute) generate_all_dicom_dt_examples() (in module sparkocr.tests.ocr.utils) generate_candidate_regions() (DicomCleaner method) generate_delta() (Obfuscator static method) generate_dicom_mapping() (in module sparkocr.utils), [1], [2] generate_image_row() (DicomToImageV3 method) generate_random_dates() (Obfuscator method) generate_random_string() (Obfuscator method) generate_random_time() (Obfuscator method) generate_series_number() (DicomMetadataDeidentifier static method) generate_test_dicom() (in module sparkocr.tests.ocr.utils) generate_unique_id() (in module sparkocr.utils.svs.phi_cleaning) generated_ids_trimmed (in module sparkocr.eval_hunyuan) generator (BaseInpaintingTrainingModule attribute) genomic_json() (in module sparkocr.tests.conftest) GEO_CODES() (TIFF method) GEO_KEYS() (TIFF method) GeoRelationExtractor (class in sparkocr.transformers.annotators.geo_relation_extractor) geotiff_tags() (TiffPage method) get() (TiffTags method) get_activation() (in module sparkocr.utils.inpainting) get_all_values_by_tag_and_vr() (DicomMetadataDeidentifier method) get_all_values_private_or_group() (DicomMetadataDeidentifier method) get_buffer() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) get_cells() (ImageTableCellDetector method) get_cells_morph() (ImageTableCellDetector method) get_cells_opencv() (in module sparkocr.transformers.image_table_cell_detector) get_config() (AnonymizationPipelineBuilder method) get_config_path() (in module sparkocr.utils.svs.phi_cleaning) get_csv_message() (in module sparkocr.utils.svs.phi_cleaning) get_dir() (in module sparkocr.utils.svs.phi_cleaning) get_dir_() (in module sparkocr.utils.svs.phi_cleaning) get_draw_regions() (in module sparkocr.tests.ocr.transformers.dicom.test_dicom_draw_regions) get_elements_by_tag() (DicomToMetadata static method) get_existing_extension() (in module sparkocr.utils.svs.phi_redaction) get_extra_state() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) get_filename() (in module sparkocr.utils.svs.phi_cleaning) get_files() (in module sparkocr.utils.craft.file_utils) (in module sparkocr.utils.svs.phi_cleaning) get_files_() (in module sparkocr.utils.svs.phi_cleaning) get_files_structure() (in module sparkocr.utils.svs.phi_cleaning) get_grad_norm_() (in module sparkocr.transformers.visual_encoder_decoder.utils) get_height() (Rectangle method) get_inplace_dir() (in module sparkocr.utils.svs.phi_cleaning) get_inplace_files() (in module sparkocr.utils.svs.phi_cleaning) get_inplace_info() (in module sparkocr.utils.svs.phi_cleaning) get_input_col() (DicomDeidentifier method) (DicomMetadataDeidentifier method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToPdf method) (HocrToFeatures method) get_layer_id() (LayerDecayValueAssigner method) get_loss_scale_for_deepspeed() (in module sparkocr.transformers.visual_encoder_decoder.engine_for_finetuning) get_matcher_entities() (AnonymizationPipelineBuilder method) get_mid_level_tiles() (in module sparkocr.utils.svs.tile_extraction) get_name() (in module sparkocr.utils) get_names_from_uid() (AnonymizationPipelineBuilder static method) get_num_layer_for_vit() (in module sparkocr.transformers.visual_encoder_decoder.optim_factory) get_optimal_workers_and_batch() (in module sparkocr.utils.svs.tile_extraction) get_packbits_func() (in module sparkocr.utils) get_parameter() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) get_parameter_groups() (in module sparkocr.transformers.visual_encoder_decoder.optim_factory) get_pipeline() (TestHocrTokenizer method) (TestImageToDicom method) (TestLightPipeline method) (TestPdfAssembler method) (TestPdfDrawRegions method) (TestPdfOcrPipeline method) (TestPositionFinder method) (TestTextToPdf method) (TestUpdateTextPosition method) get_pixel_handler_func() (in module sparkocr.utils) get_prediction (in module sparkocr.utils.craft) get_prediction() (ImageTextDetectorV2 static method) (in module sparkocr.utils.craft.predict) get_random_name() (Obfuscator method) get_random_name_with_seed() (Obfuscator method) get_rank() (in module sparkocr.transformers.visual_encoder_decoder.utils) get_read_dicom_func() (in module sparkocr.utils) get_reference_from_map() (DicomMetadataDeidentifier method) get_s3_creds() (BaseDicom method) (DicomCleaner method) (DicomMetadataDeidentifier method) (DicomToImageV3 method) (DicomToMetadata method) get_scale() (LayerDecayValueAssigner method) get_size() (in module sparkocr.utils.helpers) get_submodule() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) get_svs_info_from_images() (in module sparkocr.utils.svs.phi_redaction) get_tags() (DicomDeidentifier method) get_tile_position_and_size() (in module sparkocr.utils.svs.phi_redaction) get_transfer_syntax_based_on_dicom_tags() (DicomCleaner class method) get_vocabulary_dict() (in module sparkocr.utils) get_words() (AlabReaders static method) get_world_size() (in module sparkocr.transformers.visual_encoder_decoder.utils) get_xml() (in module sparkocr.utils) getAlgoParams() (ImageTableCellDetector method) getAlgoType() (ImageTableCellDetector method) getall() (TiffTags method) getBatchSize() (MedicalVisionLLM method) getBinary() (ImageMorphologyOperation method) getBL() (ImageRemoveBackground method) getBlockSize() (ImageAdaptiveThresholding method) getClipLimit() (ImageEnhanceContrast method) getCompressImage() (BinaryToImage method) (CompressOutputImage method) (ImageSplitRegions method) (PdfToImage method) getConnectivityHole() (ImageRemoveObjects method) getConnectivityMaxObject() (ImageRemoveObjects method) getConnectivityObject() (ImageRemoveObjects method) getCval() (ImageAdaptiveThresholding method) getDataFrame() (DocVQA method) getDataset() (Lilt method) getDetBoxes() (in module sparkocr.utils.craft.craft_utils) getDetBoxes_core() (in module sparkocr.utils.craft.craft_utils) getDrawDetectedLines() (ImageTableCellDetector method) getdtype() (in module sparkocr.utils.svs.tiffparser) getExpIn() (ImageHomogenizeLight method) getIgnoreUnsupported() (LightPipeline method) getInputCol() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (DicomDrawRegions method) (DicomSplitter method) (DicomToImage method) (DicomToMetadata method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GPUImageTransformer method) (HocrDocumentAssembler method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextWeb method) (ImageTransformer method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentProcessor method) (VitImageEmbeddings method) getInputCols() (DicomDeidentifier method) (DicomMetadataDeidentifier method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToPdf method) (GeoRelationExtractor method) (HocrMerger method) (HocrToFeatures method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (MedicalVisionLLM method) (PositionFinder method) (RegionsMerger method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) getitem_geo() (HocrToFeatures method) getKeepOriginalLines() (ImageTableCellDetector method) getKernel() (ImageErosion method) (ImageMorphologyOperation method) getKernelShape() (ImageErosion method) (ImageMorphologyOperation method) getKernelSize() (ImageErosion method) (ImageMorphologyOperation method) getLabels() (ImageHandwrittenDetector method) (VisualDocumentClassifierLilt method) getLazyAnnotator() (MedicalVisionLLM method) (PositionFinder method) getMaxSizeObject() (ImageRemoveObjects method) getMetadata() (MedicalVisionLLM method) getMethod() (ImageAdaptiveThresholding method) getMinSizeFont() (ImageRemoveObjects method) getMinSizeHole() (ImageRemoveObjects method) getMinSizeObject() (ImageRemoveObjects method) getMode() (ImageAdaptiveThresholding method) getModelPath() (ImageInpainting method) (ImageTextDetectorV2 method) (ImageToTextV2 method) getOffset() (ImageAdaptiveThresholding method) getOperation() (ImageMorphologyOperation method) getOrDefault() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (CompressOutputImage method) (DatasetReader method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HasImageType method) (HasKeepInput method) (HasOcr method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) getOutputCol() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLilt method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) getOutputCols() (VisualDocumentProcessor method) getOutputImageCol() (ImageTableCellDetector method) getParam() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (CompressOutputImage method) (DatasetReader method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HasImageType method) (HasKeepInput method) (HasOcr method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) getParamValue() (MedicalVisionLLM method) (PositionFinder method) getPoly_core() (in module sparkocr.utils.craft.craft_utils) getPreparedDataItem() (AlabReaders static method) getPreprocessedDataset() (VisualDocumentClassifierLilt method) getPythonImage() (TestLightPipeline method) getRemoveThinkingTag() (MedicalVisionLLM method) getRules() (DicomMetadataDeidentifier method) (DicomToMetadata method) getSystemPrompt() (MedicalVisionLLM method) getter_attrs (MedicalVisionLLM attribute) (PositionFinder attribute) getThreshold() (ImageHomogenizeLight method) getTileGridSize() (ImageEnhanceContrast method) ghostwhite (Color attribute) global_in_num (FFC attribute) gold (Color attribute) goldenrod (Color attribute) GPS_TAGS() (TIFF method) GPUImageTransformer (class in sparkocr.transformers.image_gpu_transform) gpuName (GPUImageTransformer attribute) gpuSplitMode (MedicalVisionLLM attribute) grammar (MedicalVisionLLM attribute) gray (Color attribute) GRAYRESPONSEUNIT() (TIFF method) green (Color attribute) greenyellow (Color attribute) groundTruthPath (IcdarTableExtractor attribute) GROUP4OPT() (TIFF method) group_svs_files_by_memory() (in module sparkocr.utils.svs.phi_redaction) groupImages (ImageToTextV2 attribute) groups (FourierUnit attribute) groupStrategyFileContent (DicomMetadataDeidentifier attribute) gt_token_sequences (MixedDataset attribute) guess (PdfToTextTable attribute) H half() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) halfAngle (ImageSkewCorrector attribute) handwrittenLabels (RegionsMerger attribute) has_apex (in module sparkocr.transformers.visual_encoder_decoder.optim_factory) hasDefault() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (CompressOutputImage method) (DatasetReader method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HasImageType method) (HasKeepInput method) (HasOcr method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) HasForceProcessing (class in sparkocr.transformers.params) hash() (TiffPage method) hash_uid() (Obfuscator method) HasImageType (class in sparkocr.transformers.params) HasKeepInput (class in sparkocr.transformers.params) HasOcr (class in sparkocr.transformers.params) hasParam() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (CompressOutputImage method) (DatasetReader method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HasImageType method) (HasKeepInput method) (HasOcr method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) hc_pipeline (AnonymizationPipelineBuilder attribute) Height (class in sparkocr.schemas) height (Coordinate attribute) (Image attribute) (ImageInpainting attribute) (ImageScaler attribute) (ImageTextCleaner attribute) (ImageTextDetectorCraft attribute) (ImageToTextV2 attribute) (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) (VitImageEmbeddings attribute) heightCol (ImageScaler attribute) hexdump() (in module sparkocr.utils.svs.tiffparser) HOCR (DetectorOutputFormat attribute) (OcrOutputFormat attribute) hocr_table_df() (in module sparkocr.tests.conftest) HocrDocumentAssembler (class in sparkocr.transformers.tokenizer.hocr_document_assembler) HocrMerger (class in sparkocr.transformers.hocr_merger) HocrRenderer (class in sparkocr.utils.hocr_renderer) HocrToFeatures (class in sparkocr.transformers.ner.hocr_to_features) HocrToImage (class in sparkocr.transformers.hocr_to_image) HocrTokenizer (class in sparkocr.transformers.tokenizer.hocr_tokenizer) HocrToTextTable (class in sparkocr.transformers.hocr_to_text_table) honeydew (Color attribute) hotpink (Color attribute) htj2k_color_space (DicomCleaner attribute) htj2k_lossless_color_space (DicomCleaner attribute) htj2k_lossless_rpcl_color_space (DicomCleaner attribute) html_df() (in module sparkocr.tests.conftest) htmlid (HocrRenderer attribute) htr_span_fake_model() (in module sparkocr.tests.conftest) I iam_reader() (IAMReader method) IAMReader (class in sparkocr.transformers.readers.iam_reader) IcdarTableExtractor (class in sparkocr.tests.ocr.eval.icdar.icdar_table_extractor) identityfunc() (in module sparkocr.utils.svs.tiffparser) ignore_id (MixedDataset attribute) ignoreEos (MedicalVisionLLM attribute) ignoreResolution (ImageBrandsToText attribute) (ImageToHocr attribute) (ImageToText attribute) ignoreSchema (ImageDrawRegions attribute) (NerOutputCleaner attribute) (PositionFinder attribute) Image (class in sparkocr.schemas) image (ImageOutput attribute) image_brand_df() (in module sparkocr.tests.conftest) image_cells_header_df() (in module sparkocr.tests.conftest) image_check_df() (in module sparkocr.tests.conftest) image_check_full_df() (in module sparkocr.tests.conftest) image_check_hocr() (in module sparkocr.tests.conftest) image_checkbox_document_df() (in module sparkocr.tests.conftest) image_col (DitDatasetIterable attribute) (LiltNerDatasetIterable attribute) image_cropped_df() (in module sparkocr.tests.conftest) image_df() (in module sparkocr.tests.conftest) image_df_draw() (in module sparkocr.tests.conftest) image_df_keeplayout() (in module sparkocr.tests.conftest) image_handwritten_text_df() (in module sparkocr.tests.conftest) image_homogenization() (ImageHomogenizeLight method) image_inputs (in module sparkocr.eval_hunyuan) image_kor_df() (in module sparkocr.tests.conftest) IMAGE_MODE_DISPLAY_MAP (in module sparkocr.utils) IMAGE_MODE_MAP (in module sparkocr.utils) image_multi_dicom_df() (in module sparkocr.tests.conftest) image_noised_df() (in module sparkocr.tests.conftest) image_noised_text() (in module sparkocr.tests.conftest) image_signature_df() (in module sparkocr.tests.conftest) image_table_cells_document_df() (in module sparkocr.tests.conftest) image_table_cells_testdocument_df() (in module sparkocr.tests.conftest) image_table_df() (in module sparkocr.tests.conftest) image_table_document_corrected_df() (in module sparkocr.tests.conftest) image_table_document_df() (in module sparkocr.tests.conftest) image_table_hocr_cells_img_df() (in module sparkocr.tests.conftest) image_text_lines_df() (in module sparkocr.tests.conftest) ImageAdaptiveBinarizer (class in sparkocr.transformers.image_adaptive_binarizer) ImageAdaptiveScaler (class in sparkocr.transformers.image_adaptive_scaler) ImageAdaptiveThresholding (class in sparkocr.transformers.image_adaptive_thresholding) imageAssemblerCol (DocumentCoordinatesToText attribute) ImageBaseTransformer (class in sparkocr.transformers.image_base_transformer) ImageBinarizer (class in sparkocr.transformers.image_binarizer) ImageBrandsToText (class in sparkocr.transformers.image_brands_ocr) ImageCellsToTextTable (class in sparkocr.transformers.image_cells_to_text_table) ImageCheckBoxDetector (class in sparkocr.transformers.detectors.image_checkbox_detector) ImageCropper (class in sparkocr.transformers.image_cropper) imagedepth (TiffPage attribute) ImageDocumentRegionDetector (class in sparkocr.transformers.detectors.image_document_region_detector) ImageDrawAnnotations (class in sparkocr.transformers.image_draw_annotations) ImageDrawRegions (class in sparkocr.transformers.image_draw_regions) ImageEnhanceContrast (class in sparkocr.transformers.image_enhance_contrast) ImageErosion (class in sparkocr.transformers.image_erosion) ImageFields (in module sparkocr.schemas) ImageHandwrittenDetector (class in sparkocr.transformers.image_handwritten_detector) ImageHandwrittenTextRecognizer (class in sparkocr.transformers.image_handwritten_text_recognizer) ImageHomogenizeLight (class in sparkocr.transformers.image_homogenize_light) ImageInpainting (class in sparkocr.transformers.inpainting.image_inpainting) ImageInpaintingWriter (class in sparkocr.transformers.inpainting.image_inpainting) imageInputCol (RegionsMerger attribute) ImageIterableDataset (class in sparkocr.utils.torchutils) imagej_description() (in module sparkocr.utils.svs.tiffparser) imagej_description_metadata() (in module sparkocr.utils.svs.tiffparser) imagej_metadata() (in module sparkocr.utils.svs.tiffparser) (TiffFile method) imagej_metadata_tag() (in module sparkocr.utils.svs.tiffparser) imagej_shape() (in module sparkocr.utils.svs.tiffparser) ImageLayoutAnalyzer (class in sparkocr.transformers.image_layout_analyzer) ImageLayoutDetector (class in sparkocr.transformers.detectors.image_layout_detector) imagelength (TiffPage attribute) ImageMorphologyOperation (class in sparkocr.transformers.image_morphology_operation) ImageMorphologyOperation1 (class in sparkocr.transformers.image_morphology_operartion1) ImageNoiseScorer (class in sparkocr.transformers.image_noise_scorer) ImageOutput (class in sparkocr.schemas) imagePath (TestImageDrawAnnotations attribute) ImageRemoveBackground (class in sparkocr.transformers.image_remove_background) ImageRemoveGlare (class in sparkocr.transformers.image_remove_glare) ImageRemoveObjects (class in sparkocr.transformers.image_remove_objects) ImageScaler (class in sparkocr.transformers.image_scaler) ImageSchema (in module sparkocr.schemas) ImageSchemaConversion (class in sparkocr.enums) ImageSchemaConverter (class in sparkocr.transformers.image_schema_converter) ImageSkewCorrector (class in sparkocr.transformers.image_skew_corrector) ImageSplitRegions (class in sparkocr.transformers.image_split_regions) ImageTableCellDetector (class in sparkocr.transformers.image_table_cell_detector) ImageTableDetector (class in sparkocr.transformers.image_table_detector) ImageTextCleaner (class in sparkocr.transformers.image_text_cleaner) ImageTextDetector (class in sparkocr.transformers.detectors.image_text_detector) ImageTextDetectorCraft (class in sparkocr.transformers.detectors.image_text_detector_craft) ImageTextDetectorDit (class in sparkocr.transformers.detectors.image_text_detector_dit) ImageTextDetectorV2 (class in sparkocr.transformers.detectors.image_text_detector_v2) ImageTextDetectorV2Writer (class in sparkocr.transformers.detectors.image_text_detector_v2) ImageToDicom (class in sparkocr.transformers.image_to_dicom) ImageToHocr (class in sparkocr.transformers.image_to_hocr) ImageToPdf (class in sparkocr.transformers.pdf.image_to_pdf) ImageToText (class in sparkocr.transformers.image_to_text) ImageToTextModelServing (class in sparkocr.transformers.recognizers.image_to_text_modelserving) ImageToTextPdf (class in sparkocr.transformers.pdf.image_to_text_pdf) ImageToTextV2 (class in sparkocr.transformers.recognizers.image_to_text_v2) ImageToTextV3 (class in sparkocr.transformers.recognizers.image_to_text_v3) ImageToTextV4 (class in sparkocr.transformers.recognizers.image_to_text_v4) ImageToTextWeb (class in sparkocr.transformers.recognizers.image_to_text_web) ImageTransformer (class in sparkocr.transformers.image_transformer) imageType (Base64ToImage attribute) (BinaryToImage attribute) ImageType (class in sparkocr.enums) imageType (GPUImageTransformer attribute) (HasImageType attribute) (ImageBinarizer attribute) (ImageSkewCorrector attribute) (ImageSplitRegions attribute) (ImageTransformer attribute) (PdfToImage attribute) imagewidth (TiffPage attribute) img_h (HocrToFeatures attribute) img_path (in module sparkocr.eval_hunyuan) img_threshold() (ImageRemoveBackground method) img_w (HocrToFeatures attribute) impl (LearnableSpatialTransformWrapper attribute) imshow() (in module sparkocr.utils.svs.tiffparser) includeConfidence (ImageBrandsToText attribute) (ImageToText attribute) (ImageToTextV2 attribute) (VisualQuestionAnsweringDonut attribute) index (Coordinate attribute) (TiffFrame attribute) (TiffPage attribute), [1] (TiffPageSeries attribute) indianred (Color attribute) indigo (Color attribute) individual_stage_settings (AnonymizationPipelineBuilder attribute) infer_date_format() (Obfuscator static method) infer_reshape_size() (DicomCleaner static method) InferenceCls (ImageInpainting attribute) info() (in module sparkocr) init_distributed_mode() (in module sparkocr.transformers.visual_encoder_decoder.utils) INIT_SCRIPT_PATH (in module sparkocr.databricks) init_weights() (in module sparkocr.utils.craft.models.basenet.vgg16_bn) inline (FFCResnetBlock attribute) inpaint_image() (ImageInpainting static method) inpaintedCol (ImageDrawRegions attribute) inplace_info() (in module sparkocr.utils.svs.phi_cleaning) input_ids (in module sparkocr.eval_hunyuan) input_path (in module sparkocr.utils.svs.remove-phi) input_type (AnonymizationPipelineBuilder attribute) inputAnnotatorTypes (MedicalVisionLLM attribute) (PositionFinder attribute) inputChunkMappingCol (ImageDrawRegions attribute) inputChunksCol (ImageDrawAnnotations attribute) inputCol (Base64ToBinary attribute) (Base64ToImage attribute) (BinaryToImage attribute) (BrosHocrTokenizer attribute) (DicomDrawRegions attribute) (DicomSplitter attribute) (DicomToImage attribute) (DicomToMetadata attribute) (DicomUpdatePdf attribute) (DocToPdf attribute) (DocToText attribute) (DocToTextTable attribute) (DocumentCoordinatesToText attribute) (DocumentLayoutAnalyzer attribute) (FormRelationExtractor attribute) (FoundationOneReportParser attribute) (GPUImageTransformer attribute) (HocrDocumentAssembler attribute) (HocrToImage attribute) (HocrTokenizer attribute) (HocrToTextTable attribute) (IcdarTableExtractor attribute) (ImageAdaptiveBinarizer attribute) (ImageAdaptiveScaler attribute) (ImageAdaptiveThresholding attribute) (ImageBaseTransformer attribute) (ImageBinarizer attribute) (ImageBrandsToText attribute) (ImageCellsToTextTable attribute) (ImageCheckBoxDetector attribute) (ImageCropper attribute) (ImageDocumentRegionDetector attribute) (ImageDrawAnnotations attribute) (ImageDrawRegions attribute) (ImageEnhanceContrast attribute) (ImageErosion attribute) (ImageHandwrittenDetector attribute) (ImageHandwrittenTextRecognizer attribute) (ImageHomogenizeLight attribute) (ImageInpainting attribute) (ImageLayoutAnalyzer attribute) (ImageLayoutDetector attribute) (ImageMorphologyOperation attribute) (ImageMorphologyOperation1 attribute) (ImageNoiseScorer attribute) (ImageRemoveBackground attribute) (ImageRemoveGlare attribute) (ImageRemoveObjects attribute) (ImageScaler attribute) (ImageSchemaConverter attribute) (ImageSkewCorrector attribute) (ImageSplitRegions attribute) (ImageTableCellDetector attribute) (ImageTableDetector attribute) (ImageTextCleaner attribute) (ImageTextDetectorCraft attribute) (ImageTextDetectorDit attribute) (ImageTextDetectorV2 attribute) (ImageToDicom attribute) (ImageToHocr attribute) (ImageToPdf attribute) (ImageToText attribute) (ImageToTextModelServing attribute) (ImageToTextPdf attribute) (ImageToTextWeb attribute) (ImageTransformer attribute) (NerOutputCleaner attribute) (PdfAssembler attribute) (PdfDrawRegions attribute) (PdfToForm attribute) (PdfToHocr attribute) (PdfToImage attribute) (PdfToText attribute) (PdfToTextTable attribute) (PptToPdf attribute) (PptToTextTable attribute) (RegionsFilterer attribute) (TextToPdf attribute) (UpdateTextPosition attribute) (VisualDocumentClassifier attribute) (VisualDocumentClassifierLilt attribute) (VisualDocumentProcessor attribute) (VitImageEmbeddings attribute) inputCols (DicomDeidentifier attribute) (DicomMetadataDeidentifier attribute) (DicomToImageV2 attribute) (DicomToImageV3 attribute) (DicomToPdf attribute) (GeoRelationExtractor attribute) (HocrMerger attribute) (HocrToFeatures attribute) (ImageToTextV2 attribute) (ImageToTextV3 attribute) (ImageToTextV4 attribute) (MedicalVisionLLM attribute) (PositionFinder attribute) (RegionsMerger attribute) (VisualDocumentClassifierV3 attribute) (VisualDocumentNerGeo attribute) (VisualDocumentNerLayoutLMv1 attribute) (VisualDocumentNerLilt attribute) (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) inputColsValidation() (MedicalVisionLLM method) (PositionFinder method) inputContent (TextToPdf attribute) inputImage (TextToPdf attribute) inputMetadata (ImageToDicom attribute) inputPdfCol (DicomUpdatePdf attribute) inputPrefix (MedicalVisionLLM attribute) inputRegionsCol (DicomDrawRegions attribute) (ImageDrawRegions attribute) (ImageInpainting attribute) (ImageNoiseScorer attribute) (ImageSplitRegions attribute) (PdfDrawRegions attribute) inputs (in module sparkocr.eval_hunyuan) inputSuffix (MedicalVisionLLM attribute) inputText (TextToPdf attribute) (UpdateTextPosition attribute) instance (ImageInpainting attribute) (ImageInpaintingWriter attribute) (ImageTextDetectorV2 attribute) (ImageTextDetectorV2Writer attribute) INTERNAL (ImageSchemaConversion attribute) intersection_over_union() (in module sparkocr.tests.ocr.utils) intersects() (Rectangle method) intersects_horizontal() (Rectangle method) inverse_transform() (LearnableSpatialTransformWrapper method) IOP_TAGS() (TIFF method) iouThreshold (ImageLayoutDetector attribute) ipu() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) is_compressed (DicomCleaner attribute) is_contiguous() (TiffPage method) is_dist_avail_and_initialized() (in module sparkocr.transformers.visual_encoder_decoder.utils) is_file (FileHandle attribute), [1] is_final() (TiffPage method) is_flag (TiffFile attribute) is_imagej() (TiffPage method) is_main_process() (in module sparkocr.transformers.visual_encoder_decoder.utils) is_mdgel (TiffFrame attribute) is_mdgel() (TiffFile method) is_memmappable() (TiffPage method) is_ndpi() (TiffPage method) is_private_tag() (in module sparkocr.tests.ocr.utils) is_shaped() (TiffPage method) is_uniform() (TiffFile method) isDefined() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (CompressOutputImage method) (DatasetReader method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HasImageType method) (HasKeepInput method) (HasOcr method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) isprintable() (in module sparkocr.utils.svs.tiffparser) isRectangleOverlap() (AlabReaders static method) isRunningInDatabricks() (in module sparkocr.databricks) isSet() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (CompressOutputImage method) (DatasetReader method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HasImageType method) (HasKeepInput method) (HasOcr method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) ITA (Language attribute) items() (TiffTags method) itemsize (dtype attribute) itemsizes (in module sparkocr.utils.svs.tiffparser) ITERABLE (DatasetType attribute) iterable_stages (DicomPretrainedPipeline attribute) ivory (Color attribute) J java_obj (DocVQA attribute) (ExtendedJavaWrapper attribute) johnsnowlabs_module (in module sparkocr) JPEG (CompressionType attribute) jpeg_2000_color_space (DicomCleaner attribute) jpeg_2000_lossless_color_space (DicomCleaner attribute) jpeg_baseline_8bit_color_space (DicomCleaner attribute) jpeg_extended_12_bit_color_space (DicomCleaner attribute) jpeg_lossless_p14_color_space (DicomCleaner attribute) jpeg_lossless_sv1_color_space (DicomCleaner attribute) jpeg_ls_lossless_color_space (DicomCleaner attribute) jpeg_ls_near_lossless_color_space (DicomCleaner attribute) JPEGBaseline8Bit (DicomCompression attribute) JPEGLSLossless (DicomCompression attribute) JSON (OcrOutputFormat attribute) (RelationOutputFormat attribute) json_description() (in module sparkocr.utils.svs.tiffparser) json_description_metadata() (in module sparkocr.utils.svs.tiffparser) jsonReader() (AlabReaders method) julian_datetime() (in module sparkocr.utils.svs.tiffparser) K keep_memory (AnonymizationPipelineBuilder attribute) keepImage (DocumentCoordinatesToText attribute) keepInput (Base64ToBinary attribute) (Base64ToImage attribute) (BinaryToImage attribute) (DicomDeidentifier attribute) (DicomDrawRegions attribute) (DicomMetadataDeidentifier attribute) (DicomSplitter attribute) (DicomToImage attribute) (DicomToImageV2 attribute) (DicomToImageV3 attribute) (DicomToMetadata attribute) (DicomToPdf attribute) (DicomUpdatePdf attribute) (HasKeepInput attribute) (HocrToFeatures attribute) (ImageAdaptiveThresholding attribute) (ImageBaseTransformer attribute) (ImageEnhanceContrast attribute) (ImageErosion attribute) (ImageHomogenizeLight attribute) (ImageInpainting attribute) (ImageMorphologyOperation attribute) (ImageRemoveBackground attribute) (ImageRemoveGlare attribute) (ImageRemoveObjects attribute) (ImageSchemaConverter attribute) (ImageTableCellDetector attribute) (ImageTextDetectorV2 attribute) (ImageToDicom attribute) (ImageToTextV2 attribute) (ImageToTextV4 attribute) (PdfToForm attribute) (PdfToImage attribute) (RegionsFilterer attribute) (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) keepLayout (ImageToText attribute) keepMapping (DicomMetadataDeidentifier attribute) keepOriginalEncoding (PdfToHocr attribute) keepOriginalLines (ImageTableCellDetector attribute) keepRatio (ImageScaler attribute) keepTextRegions (RegionsMerger attribute) KernelShape (class in sparkocr.enums) kernelShape (ImageErosion attribute) (ImageMorphologyOperation attribute) kernelSize (ImageErosion attribute) (ImageMorphologyOperation attribute) (ImageMorphologyOperation1 attribute) keyPattern (FormRelationExtractor attribute) keys() (TiffTags method) khaki (Color attribute) kind (TiffPageSeries attribute) KOR (Language attribute) L label (Coordinate attribute) label2id (Dit attribute) (DitDatasetIterable attribute) (LiltNerDatasetIterable attribute) label_all_tokens (LiltNerDatasetIterable attribute) label_col (DitDatasetIterable attribute) labelAllTokens (VisualDocumentNerLilt attribute) labelCol (VisualDocumentClassifier attribute) labels (DocumentLayoutAnalyzer attribute) (GeoRelationExtractor attribute) (ImageCheckBoxDetector attribute) (ImageDocumentRegionDetector attribute) (ImageHandwrittenDetector attribute) (ImageTableDetector attribute) (VisualDocumentClassifier attribute) (VisualDocumentClassifierLilt attribute) (VisualDocumentClassifierV3 attribute) (VisualDocumentNerGeo attribute) (VisualDocumentNerLayoutLMv1 attribute) (VisualDocumentNerLilt attribute) lambda_handler() (in module sparkocr.aws.lambda_function) lang (HocrRenderer attribute) language (AnonymizationPipelineBuilder attribute) Language (class in sparkocr.enums) language (HasOcr attribute) (HocrToTextTable attribute) (ImageBrandsToText attribute) (ImageCellsToTextTable attribute) (ImageLayoutAnalyzer attribute) (ImageToHocr attribute) (ImageToText attribute) (ImageToTextModelServing attribute) (ImageToTextV3 attribute) (ImageToTextV4 attribute) (ImageToTextWeb attribute) (VisualDocumentProcessor attribute) last_conv (RefineNet attribute) last_names_file (TestDicomMetadataDeidentifier attribute) lavender (Color attribute) lavenderblush (Color attribute) lawngreen (Color attribute) LayerDecayValueAssigner (class in sparkocr.transformers.visual_encoder_decoder.optim_factory) lazyAnnotator (MedicalVisionLLM attribute) (PositionFinder attribute) lazyattr (class in sparkocr.utils.svs.tiffparser) LazyConst (class in sparkocr.utils.svs.tiffparser) LearnableSpatialTransformWrapper (class in sparkocr.utils.inpainting) learningRate (VisualDocumentNerLilt attribute) lemonchiffon (Color attribute) levenshtein_distance() (OcrMetrics method) LEVENSHTEIN_DISTANCE_THRESHOLD (TestOcrResourceDownloader attribute) LIB_PATH (TestStart attribute) lightblue (Color attribute) lightcoral (Color attribute) lightcyan (Color attribute) lightgoldenrodyellow (Color attribute) lightgreen (Color attribute) lightgrey (Color attribute) lightpink (Color attribute) LightPipeline (class in sparkocr.base.light_pipelines) LightPipelineException (class in sparkocr.schemas) lightsalmon (Color attribute) lightseagreen (Color attribute) lightskyblue (Color attribute) lightslategray (Color attribute) lightsteelblue (Color attribute) lightyellow (Color attribute) Lilt (class in sparkocr.transformers.visual_encoder_decoder.Lilt) LiltNerDatasetIterable (class in sparkocr.transformers.visual_encoder_decoder.Lilt) lime (Color attribute) limegreen (Color attribute) limitMultiplier (ImageToTextV2 attribute) linen (Color attribute) lineTolerance (DocumentCoordinatesToText attribute) (FormRelationExtractor attribute) (ImageToTextV2 attribute) lineWidth (ImageDrawAnnotations attribute) (ImageDrawRegions attribute) (PdfDrawRegions attribute) link_threshold (Craft attribute) linkThreshold (ImageTextCleaner attribute) (ImageTextDetectorCraft attribute) (ImageTextDetectorV2 attribute) list_files() (in module sparkocr.utils.craft.file_utils) literal() (Obfuscator static method) load() (Base64ToBinary class method) (Base64ToImage class method) (BinaryToImage class method) (BrosHocrTokenizer class method) (ChartToTextTable static method) (DicomDeidentifier class method) (DicomDrawRegions class method) (DicomMetadataDeidentifier class method) (DicomSplitter class method) (DicomToImage class method) (DicomToImageV2 class method) (DicomToImageV3 class method) (DicomToMetadata class method) (DicomToPdf class method) (DicomUpdatePdf class method) (DocToPdf class method) (DocToText class method) (DocToTextTable static method) (DocumentCoordinatesToText class method) (DocumentLayoutAnalyzer static method) (FoundationOneReportParser class method) (GeoRelationExtractor static method) (GPUImageTransformer class method) (HocrDocumentAssembler class method) (HocrToFeatures class method) (HocrTokenizer class method) (HocrToTextTable class method) (ImageAdaptiveBinarizer class method) (ImageAdaptiveScaler class method) (ImageAdaptiveThresholding class method) (ImageBaseTransformer class method) (ImageBinarizer class method) (ImageBrandsToText class method) (ImageCellsToTextTable class method) (ImageCheckBoxDetector static method) (ImageCropper class method) (ImageDocumentRegionDetector static method) (ImageDrawAnnotations class method) (ImageDrawRegions class method) (ImageEnhanceContrast class method) (ImageErosion class method) (ImageHandwrittenDetector static method) (ImageHandwrittenTextRecognizer static method) (ImageHomogenizeLight class method) (ImageInpainting static method) (ImageLayoutAnalyzer class method) (ImageLayoutDetector static method) (ImageMorphologyOperation class method) (ImageMorphologyOperation1 class method) (ImageNoiseScorer class method) (ImageRemoveBackground class method) (ImageRemoveGlare class method) (ImageRemoveObjects class method) (ImageScaler class method) (ImageSchemaConverter class method) (ImageSkewCorrector class method) (ImageSplitRegions class method) (ImageTableCellDetector class method) (ImageTableDetector static method) (ImageTextCleaner static method) (ImageTextDetectorCraft static method) (ImageTextDetectorDit static method) (ImageTextDetectorV2 static method) (ImageToDicom class method) (ImageToHocr class method) (ImageToPdf class method) (ImageToText class method) (ImageToTextPdf class method) (ImageToTextV2 static method) (ImageToTextV3 class method) (ImageToTextV4 class method) (ImageTransformer class method) (MedicalVisionLLM class method) (NerOutputCleaner class method) (PdfAssembler class method) (PdfDrawRegions class method) (PdfToForm class method) (PdfToHocr class method) (PdfToImage class method) (PdfToText class method) (PdfToTextTable static method) (PositionFinder class method) (PptToPdf class method) (PptToTextTable static method) (RegionsFilterer class method) (RegionsMerger class method) (TextToPdf class method) (UpdateTextPosition class method) (VisualDocumentClassifier static method) (VisualDocumentClassifierLilt static method) (VisualDocumentClassifierV3 static method) (VisualDocumentNerGeo static method) (VisualDocumentNerLayoutLMv1 static method) (VisualDocumentNerLilt static method) (VisualQuestionAnsweringDonut static method) (VisualQuestionAnsweringPix2Struct static method) (VitImageEmbeddings static method) load_craftnet_model (in module sparkocr.utils.craft) load_craftnet_model() (Craft method) (in module sparkocr.utils.craft.craft_utils) load_license_validator() (in module sparkocr) load_model_objects() (ImageInpainting static method) load_refinenet_model (in module sparkocr.utils.craft) load_refinenet_model() (Craft method) (in module sparkocr.utils.craft.craft_utils) load_state_dict() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (in module sparkocr.transformers.visual_encoder_decoder.utils) (LearnableSpatialTransformWrapper method) (NativeScalerWithGradNormCount method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) loadDataset() (VisualDocumentClassifierLilt static method) loadONNXModel() (DocumentLayoutAnalyzer static method) loadOnnxModel() (GeoRelationExtractor static method) loadONNXModel() (ImageCheckBoxDetector static method) (ImageDocumentRegionDetector static method) loadOnnxModel() (ImageHandwrittenDetector static method) (ImageHandwrittenTextRecognizer static method) loadONNXModel() (ImageLayoutDetector static method) (ImageTableDetector static method) (ImageTextCleaner static method) (ImageTextDetectorCraft static method) (ImageTextDetectorDit static method) loadOnnxModel() (ImageToTextV4 static method) loadONNXModel() (VisualDocumentClassifierLilt static method) (VisualDocumentClassifierV3 static method) loadOnnxModel() (VisualDocumentNerGeo static method) loadONNXModel() (VisualQuestionAnsweringPix2Struct static method) (VitImageEmbeddings static method) loadPreprocessedDataset() (VisualDocumentClassifierLilt static method) loadPytorchModel() (ImageTextDetectorV2 static method) loadSavedModel() (MedicalVisionLLM static method) loadTFModel() (VisualDocumentClassifier static method) (VisualDocumentNerLayoutLMv1 static method) loadVocabulary() (VisualDocumentClassifierLilt method) lock (CopyOp attribute) (OpenFileCache attribute) log_every() (MetricLogger method) log_warning() (in module sparkocr.utils.svs.tiffparser) logger (in module sparkocr.aws.lambda_function) (in module sparkocr.pretrained.anonymization_pipeline_builder) logVerbosity (MedicalVisionLLM attribute) long_size (Craft attribute) LOSSLESS (CompressionType attribute) low_text (Craft attribute) lsm2bin() (in module sparkocr.utils.svs.tiffparser) LSTM_ONLY (EngineMode attribute) M magenta (Color attribute) mainGpu (MedicalVisionLLM attribute) mappings (PositionsOutput attribute) mappingSchema (in module sparkocr.schemas) margin (ImageCellsToTextTable attribute) (ImageCheckBoxDetector attribute) (ImageToTextV3 attribute) maroon (Color attribute) matchCoordinates() (in module sparkocr.tests.ocr.utils) matcher_dict (AnonymizationPipelineBuilder attribute) matlabstr2py() (in module sparkocr.utils.svs.tiffparser) max_block_num (HocrToFeatures attribute) max_length (Lilt attribute) (LiltNerDatasetIterable attribute) (MixedDataset attribute) MAX_NEW_TOKENS (in module sparkocr.eval_hunyuan_funsd) max_patches (MixedDataset attribute) max_seq_length (HocrToFeatures attribute) maxAnswerLength (VisualQuestionAnsweringPix2Struct attribute) maxImageRatio (ImageToTextV2 attribute) maxImageSize (ImageToTextV2 attribute) maximize_bbox() (HocrRenderer method) maxPatches (VisualQuestionAnsweringPix2Struct attribute) maxSentenceLength (VisualDocumentClassifier attribute) (VisualDocumentClassifierLilt attribute) (VisualDocumentNerLayoutLMv1 attribute) (VisualDocumentNerLilt attribute) maxSeqLength (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) maxSizeObject (ImageRemoveObjects attribute) maxSteps (VisualDocumentNerLilt attribute) MAXWORKERS() (TIFF method) maxworkers() (TiffPage method) mdgel_metadata() (TiffFile method) MEAN (AdaptiveThresholdingMethod attribute) MEDIAN (AdaptiveThresholdingMethod attribute) medianBlur (ImageTextCleaner attribute) MedicalVisionLLM (class in sparkocr.transformers.medical_vision_llm) mediumaquamarine (Color attribute) mediumblue (Color attribute) mediumorchid (Color attribute) mediumpurple (Color attribute) mediumseagreen (Color attribute) mediumslateblue (Color attribute) mediumspringgreen (Color attribute) mediumturquoise (Color attribute) mediumvioletred (Color attribute) memmap_array() (FileHandle method) memoryOptimized (DicomDrawRegions attribute) (DicomToImageV3 attribute) merge() (Coordinate method) (ImageRemoveBackground method) merge_intersects() (Rectangle static method) merge_rects() (Rectangle static method) mergeIntersects (DocumentLayoutAnalyzer attribute) (ImageTextDetectorV2 attribute) message (LightPipelineException attribute) messages (in module sparkocr.eval_hunyuan) messages1 (in module sparkocr.eval_hunyuan) metadataCol (DicomToImage attribute) (DicomToImageV2 attribute) (DicomToImageV3 attribute) metaseries_description_metadata() (in module sparkocr.utils.svs.tiffparser) metaseries_metadata() (TiffFile method) meters (MetricLogger attribute) method (ImageAdaptiveBinarizer attribute) (ImageAdaptiveThresholding attribute) (ImageNoiseScorer attribute) (PdfToTextTable attribute) MetricLogger (class in sparkocr.transformers.visual_encoder_decoder.utils) micromanager_metadata() (TiffFile method) MIDDLE (FrameSamplingStrategy attribute) midnightblue (Color attribute) minKeep (MedicalVisionLLM attribute) minP (MedicalVisionLLM attribute) minSizeBeforeFallback (PdfToImage attribute) minSizeFont (ImageRemoveObjects attribute) minSizeHole (ImageRemoveObjects attribute) minSizeObject (ImageRemoveObjects attribute) mintcream (Color attribute) miroStat (MedicalVisionLLM attribute) miroStatEta (MedicalVisionLLM attribute) miroStatTau (MedicalVisionLLM attribute) MIRROR (AdaptiveThresholdingMode attribute) mistyrose (Color attribute) MixedDataset (class in sparkocr.transformers.readers.mixed_iterator) MM_DIMENSIONS() (TIFF method) MM_HEADER() (TIFF method) moccasin (Color attribute) mode (Image attribute) (ImageAdaptiveThresholding attribute) model (Dit attribute) (FFCResNetGenerator attribute) (in module sparkocr.eval_hunyuan) (in module sparkocr.eval_hunyuan_funsd) (in module sparkocr.utils.craft.models.craftnet) MODEL_NAME (in module sparkocr.eval_hunyuan_funsd) model_name_or_path (in module sparkocr.eval_hunyuan) modelAlias (MedicalVisionLLM attribute) modelData (HasOcr attribute) (HocrToTextTable attribute) (ImageBrandsToText attribute) (ImageCellsToTextTable attribute) (ImageLayoutAnalyzer attribute) (ImageToHocr attribute) (ImageToText attribute) (ImageToTextModelServing attribute) (ImageToTextV3 attribute) (ImageToTextV4 attribute) (ImageToTextWeb attribute) (VisualDocumentProcessor attribute) modelDraft (MedicalVisionLLM attribute) modelInputH (ImageToTextV4 attribute) ModelType (class in sparkocr.enums) modelType (HasOcr attribute) (HocrToTextTable attribute) (ImageBrandsToText attribute) (ImageCellsToTextTable attribute) (ImageLayoutAnalyzer attribute) (ImageToHocr attribute) (ImageToText attribute) (ImageToTextModelServing attribute) (ImageToTextV3 attribute) (ImageToTextV4 attribute) (ImageToTextWeb attribute) (VisualDocumentProcessor attribute) module sparkocr, [1], [2] sparkocr.aws sparkocr.aws.lambda_function sparkocr.base sparkocr.base.light_pipelines sparkocr.databricks sparkocr.enums sparkocr.eval_hunyuan sparkocr.eval_hunyuan_funsd sparkocr.internal sparkocr.metrics sparkocr.optimized sparkocr.pretrained sparkocr.pretrained.anonymization_pipeline_builder sparkocr.pretrained.dicom_pretrained_pipeline sparkocr.pretrained.pretrained_pipeline sparkocr.schemas sparkocr.tests sparkocr.tests.conftest sparkocr.tests.ocr sparkocr.tests.ocr.eval sparkocr.tests.ocr.eval.icdar sparkocr.tests.ocr.eval.icdar.icdar_table_extractor sparkocr.tests.ocr.pipelines sparkocr.tests.ocr.pipelines.test_pdf sparkocr.tests.ocr.test_start sparkocr.tests.ocr.transformers sparkocr.tests.ocr.transformers.annotators sparkocr.tests.ocr.transformers.annotators.test_form_relation_extractor sparkocr.tests.ocr.transformers.annotators.test_geo_relation_extractor sparkocr.tests.ocr.transformers.detectors sparkocr.tests.ocr.transformers.detectors.test_image_checkbox_detector sparkocr.tests.ocr.transformers.detectors.test_image_document_region_detector sparkocr.tests.ocr.transformers.detectors.test_image_layout_analyzer_dit sparkocr.tests.ocr.transformers.detectors.test_image_layout_detector sparkocr.tests.ocr.transformers.detectors.test_image_text_detector sparkocr.tests.ocr.transformers.detectors.test_image_text_detector_craft sparkocr.tests.ocr.transformers.detectors.test_image_text_detector_v2 sparkocr.tests.ocr.transformers.dicom sparkocr.tests.ocr.transformers.dicom.test_dicom_deidentifier sparkocr.tests.ocr.transformers.dicom.test_dicom_draw_regions sparkocr.tests.ocr.transformers.dicom.test_dicom_metadata_deidentifier sparkocr.tests.ocr.transformers.dicom.test_dicom_splitter sparkocr.tests.ocr.transformers.dicom.test_dicom_to_image_v2 sparkocr.tests.ocr.transformers.dicom.test_dicom_to_image_v3 sparkocr.tests.ocr.transformers.dicom.test_dicom_to_metadata sparkocr.tests.ocr.transformers.dicom.test_dicom_to_pdf sparkocr.tests.ocr.transformers.dicom.test_dicom_update_pdf sparkocr.tests.ocr.transformers.embeddings sparkocr.tests.ocr.transformers.embeddings.test_vit_image_embeddings sparkocr.tests.ocr.transformers.inpainting sparkocr.tests.ocr.transformers.inpainting.test_image_inpainting sparkocr.tests.ocr.transformers.ner sparkocr.tests.ocr.transformers.ner.test_hocr_to_features sparkocr.tests.ocr.transformers.ner.test_visual_document_ner sparkocr.tests.ocr.transformers.ner.test_visual_document_ner_geo sparkocr.tests.ocr.transformers.ner.test_visual_document_ner_layoutlm_v1 sparkocr.tests.ocr.transformers.ner.test_visual_document_ner_lilt sparkocr.tests.ocr.transformers.readers sparkocr.tests.ocr.transformers.readers.test_alab_readers sparkocr.tests.ocr.transformers.recognizers sparkocr.tests.ocr.transformers.recognizers.test_image_to_text_v2 sparkocr.tests.ocr.transformers.recognizers.test_image_to_text_v3 sparkocr.tests.ocr.transformers.recognizers.test_image_to_text_v4 sparkocr.tests.ocr.transformers.test_binary_to_image sparkocr.tests.ocr.transformers.test_datasetreader sparkocr.tests.ocr.transformers.test_dicom_metadata_obfuscator sparkocr.tests.ocr.transformers.test_dicom_to_image sparkocr.tests.ocr.transformers.test_display_table sparkocr.tests.ocr.transformers.test_doc_to_pdf sparkocr.tests.ocr.transformers.test_doc_to_text sparkocr.tests.ocr.transformers.test_doc_to_text_table sparkocr.tests.ocr.transformers.test_document_coordinates_to_text sparkocr.tests.ocr.transformers.test_foundationone_parser sparkocr.tests.ocr.transformers.test_hocr_merger sparkocr.tests.ocr.transformers.test_hocr_to_image sparkocr.tests.ocr.transformers.test_hocr_to_text_table sparkocr.tests.ocr.transformers.test_image_adaptive_binarizer sparkocr.tests.ocr.transformers.test_image_adaptive_thresholding sparkocr.tests.ocr.transformers.test_image_binarizer sparkocr.tests.ocr.transformers.test_image_brands_ocr sparkocr.tests.ocr.transformers.test_image_cells_to_text_table sparkocr.tests.ocr.transformers.test_image_cropper sparkocr.tests.ocr.transformers.test_image_draw_annotations sparkocr.tests.ocr.transformers.test_image_draw_regions sparkocr.tests.ocr.transformers.test_image_erosion sparkocr.tests.ocr.transformers.test_image_gpu_transform sparkocr.tests.ocr.transformers.test_image_handwritten_text_recognizer sparkocr.tests.ocr.transformers.test_image_layout_analyzer sparkocr.tests.ocr.transformers.test_image_morphology_operation sparkocr.tests.ocr.transformers.test_image_noise_scorer sparkocr.tests.ocr.transformers.test_image_regions_merger sparkocr.tests.ocr.transformers.test_image_remove_objects sparkocr.tests.ocr.transformers.test_image_schema_converter sparkocr.tests.ocr.transformers.test_image_signature_detector sparkocr.tests.ocr.transformers.test_image_skew_corrector sparkocr.tests.ocr.transformers.test_image_split_regions sparkocr.tests.ocr.transformers.test_image_table_cells_detector sparkocr.tests.ocr.transformers.test_image_table_detector sparkocr.tests.ocr.transformers.test_image_text_cleaner sparkocr.tests.ocr.transformers.test_image_to_dicom sparkocr.tests.ocr.transformers.test_image_to_hocr sparkocr.tests.ocr.transformers.test_image_to_pdf sparkocr.tests.ocr.transformers.test_image_to_text sparkocr.tests.ocr.transformers.test_image_transformer sparkocr.tests.ocr.transformers.test_ner_output_cleaner sparkocr.tests.ocr.transformers.test_ocr_resource_downloader sparkocr.tests.ocr.transformers.test_pdf_assembler sparkocr.tests.ocr.transformers.test_pdf_draw_regions sparkocr.tests.ocr.transformers.test_pdf_to_form sparkocr.tests.ocr.transformers.test_pdf_to_hocr sparkocr.tests.ocr.transformers.test_pdf_to_image sparkocr.tests.ocr.transformers.test_pdf_to_text sparkocr.tests.ocr.transformers.test_pdf_to_text_table sparkocr.tests.ocr.transformers.test_position_finder sparkocr.tests.ocr.transformers.test_ppt_to_pdf sparkocr.tests.ocr.transformers.test_ppt_to_text_table sparkocr.tests.ocr.transformers.test_text_to_pdf sparkocr.tests.ocr.transformers.test_update_text_position sparkocr.tests.ocr.transformers.test_visual_document_classifier sparkocr.tests.ocr.transformers.test_visual_document_classifier_lilt sparkocr.tests.ocr.transformers.test_visual_document_classifier_v3 sparkocr.tests.ocr.transformers.test_visual_document_processor sparkocr.tests.ocr.transformers.test_visual_question_answering sparkocr.tests.ocr.transformers.tokenizer sparkocr.tests.ocr.transformers.tokenizer.test_hocr_tokenizer sparkocr.tests.ocr.utils sparkocr.transformers sparkocr.transformers.annotators sparkocr.transformers.annotators.form_relation_extractor sparkocr.transformers.annotators.geo_relation_extractor sparkocr.transformers.base64_to_binary sparkocr.transformers.base64_to_image sparkocr.transformers.binary_to_image sparkocr.transformers.chart_to_text_table sparkocr.transformers.dataset_reader sparkocr.transformers.detectors sparkocr.transformers.detectors.document_layout_analyzer sparkocr.transformers.detectors.image_checkbox_detector sparkocr.transformers.detectors.image_document_region_detector sparkocr.transformers.detectors.image_layout_detector sparkocr.transformers.detectors.image_text_detector sparkocr.transformers.detectors.image_text_detector_craft sparkocr.transformers.detectors.image_text_detector_dit sparkocr.transformers.detectors.image_text_detector_v2 sparkocr.transformers.dicom sparkocr.transformers.dicom.base_dicom sparkocr.transformers.dicom.dicom_deidentifier sparkocr.transformers.dicom.dicom_draw_regions sparkocr.transformers.dicom.dicom_metadata_deidentifier sparkocr.transformers.dicom.dicom_splitter sparkocr.transformers.dicom.dicom_to_image_v2 sparkocr.transformers.dicom.dicom_to_image_v3 sparkocr.transformers.dicom.dicom_to_metadata sparkocr.transformers.dicom.dicom_to_pdf sparkocr.transformers.dicom.dicom_update_pdf sparkocr.transformers.dicom_to_image sparkocr.transformers.doc_to_pdf sparkocr.transformers.doc_to_text sparkocr.transformers.doc_to_text_table sparkocr.transformers.document_coordinates_to_text sparkocr.transformers.embeddings sparkocr.transformers.embeddings.vit_image_embeddings sparkocr.transformers.extended_java_wrapper sparkocr.transformers.foundationone_parser sparkocr.transformers.hocr_merger sparkocr.transformers.hocr_to_image sparkocr.transformers.hocr_to_text_table sparkocr.transformers.image_adaptive_binarizer sparkocr.transformers.image_adaptive_scaler sparkocr.transformers.image_adaptive_thresholding sparkocr.transformers.image_base_transformer sparkocr.transformers.image_binarizer sparkocr.transformers.image_brands_ocr sparkocr.transformers.image_cells_to_text_table sparkocr.transformers.image_cropper sparkocr.transformers.image_draw_annotations sparkocr.transformers.image_draw_regions sparkocr.transformers.image_enhance_contrast sparkocr.transformers.image_erosion sparkocr.transformers.image_gpu_transform sparkocr.transformers.image_handwritten_detector sparkocr.transformers.image_handwritten_text_recognizer sparkocr.transformers.image_homogenize_light sparkocr.transformers.image_layout_analyzer sparkocr.transformers.image_morphology_operartion1 sparkocr.transformers.image_morphology_operation sparkocr.transformers.image_noise_scorer sparkocr.transformers.image_remove_background sparkocr.transformers.image_remove_glare sparkocr.transformers.image_remove_objects sparkocr.transformers.image_scaler sparkocr.transformers.image_schema_converter sparkocr.transformers.image_skew_corrector sparkocr.transformers.image_split_regions sparkocr.transformers.image_table_cell_detector sparkocr.transformers.image_table_detector sparkocr.transformers.image_text_cleaner sparkocr.transformers.image_to_dicom sparkocr.transformers.image_to_hocr sparkocr.transformers.image_to_text sparkocr.transformers.image_transformer sparkocr.transformers.inpainting sparkocr.transformers.inpainting.image_inpainting sparkocr.transformers.medical_vision_llm sparkocr.transformers.ner sparkocr.transformers.ner.hocr_to_features sparkocr.transformers.ner.visual_document_ner sparkocr.transformers.ner.visual_document_ner_geo sparkocr.transformers.ner.visual_document_ner_layoutlm_v1 sparkocr.transformers.ner.visual_document_ner_lilt sparkocr.transformers.ner_output_cleaner sparkocr.transformers.ocr_resource_downloader sparkocr.transformers.params sparkocr.transformers.pdf sparkocr.transformers.pdf.image_to_pdf sparkocr.transformers.pdf.image_to_text_pdf sparkocr.transformers.pdf.pdf_assembler sparkocr.transformers.pdf.pdf_draw_regions sparkocr.transformers.pdf.pdf_to_form sparkocr.transformers.pdf.pdf_to_hocr sparkocr.transformers.pdf.pdf_to_image sparkocr.transformers.pdf.pdf_to_text sparkocr.transformers.pdf.pdf_to_text_table sparkocr.transformers.pdf.text_to_pdf sparkocr.transformers.position_finder sparkocr.transformers.ppt_to_pdf sparkocr.transformers.ppt_to_text_table sparkocr.transformers.readers sparkocr.transformers.readers.alab_readers sparkocr.transformers.readers.docvqa_reader sparkocr.transformers.readers.funsd_reader sparkocr.transformers.readers.iam_reader sparkocr.transformers.readers.mixed_iterator sparkocr.transformers.readers.rvlcdip_reader sparkocr.transformers.readers.sroie_reader sparkocr.transformers.readers.tacd_reader sparkocr.transformers.recognizers sparkocr.transformers.recognizers.image_to_text_modelserving sparkocr.transformers.recognizers.image_to_text_v2 sparkocr.transformers.recognizers.image_to_text_v3 sparkocr.transformers.recognizers.image_to_text_v4 sparkocr.transformers.recognizers.image_to_text_web sparkocr.transformers.regions_filterer sparkocr.transformers.regions_merger sparkocr.transformers.tokenizer sparkocr.transformers.tokenizer.bros_hocr_tokenizer sparkocr.transformers.tokenizer.hocr_document_assembler sparkocr.transformers.tokenizer.hocr_tokenizer sparkocr.transformers.update_text_position sparkocr.transformers.visual_document_classifier sparkocr.transformers.visual_document_classifier_lilt sparkocr.transformers.visual_document_classifier_v3 sparkocr.transformers.visual_document_processor sparkocr.transformers.visual_encoder_decoder sparkocr.transformers.visual_encoder_decoder.Dit sparkocr.transformers.visual_encoder_decoder.engine_for_finetuning sparkocr.transformers.visual_encoder_decoder.Lilt sparkocr.transformers.visual_encoder_decoder.optim_factory sparkocr.transformers.visual_encoder_decoder.utils sparkocr.transformers.visual_question_answering sparkocr.transformers.vqa sparkocr.transformers.vqa.visual_question_answering_donut sparkocr.transformers.vqa.visual_question_answering_pix2struct sparkocr.utils, [1], [2] sparkocr.utils.compat_pkg sparkocr.utils.craft sparkocr.utils.craft.craft_utils sparkocr.utils.craft.file_utils sparkocr.utils.craft.image_utils sparkocr.utils.craft.models sparkocr.utils.craft.models.basenet sparkocr.utils.craft.models.basenet.vgg16_bn sparkocr.utils.craft.models.craftnet sparkocr.utils.craft.models.refinenet sparkocr.utils.craft.predict sparkocr.utils.craft.torch_utils sparkocr.utils.helpers sparkocr.utils.hocr_renderer sparkocr.utils.inpainting sparkocr.utils.rectangle sparkocr.utils.seqeval sparkocr.utils.svs sparkocr.utils.svs.phi_cleaning sparkocr.utils.svs.phi_redaction sparkocr.utils.svs.remove-phi sparkocr.utils.svs.tiffparser sparkocr.utils.svs.tile_extraction sparkocr.utils.torchutils test_basic_lp modules() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) morph_default_params (in module sparkocr.transformers.image_table_cell_detector) MorphologyOperationType (class in sparkocr.enums) MORPHOPS (CellDetectionAlgos attribute) N n_height (DitDatasetIterable attribute) n_width (DitDatasetIterable attribute) name (BrosHocrTokenizer attribute) (DatasetReader attribute) (DocumentLayoutAnalyzer attribute) (FileHandle attribute) (FormRelationExtractor attribute) (GeoRelationExtractor attribute) (IcdarTableExtractor attribute) (ImageCheckBoxDetector attribute) (ImageDocumentRegionDetector attribute) (ImageHandwrittenDetector attribute) (ImageHandwrittenTextRecognizer attribute) (ImageInpainting attribute) (ImageLayoutDetector attribute) (ImageTableCellDetector attribute) (ImageTableDetector attribute) (ImageTextCleaner attribute) (ImageTextDetectorCraft attribute) (ImageTextDetectorDit attribute) (ImageTextDetectorV2 attribute) (ImageToTextModelServing attribute) (ImageToTextV2 attribute) (ImageToTextV3 attribute) (ImageToTextV4 attribute) (ImageToTextWeb attribute) (MedicalVisionLLM attribute) (PositionFinder attribute) (TiffPageSeries attribute) (TiffTag attribute) (VisualDocumentClassifier attribute) (VisualDocumentClassifierLilt attribute) (VisualDocumentClassifierV3 attribute) (VisualDocumentNerGeo attribute) (VisualDocumentNerLayoutLMv1 attribute) (VisualDocumentNerLilt attribute) (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) (VitImageEmbeddings attribute) named_buffers() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) named_children() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) named_modules() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) named_parameters() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) names_file (TestDicomMetadataDeidentifier attribute) NativeScalerWithGradNormCount (class in sparkocr.transformers.visual_encoder_decoder.utils) natural_sorted() (in module sparkocr.utils.svs.tiffparser) navajowhite (Color attribute) navy (Color attribute) nBatch (MedicalVisionLLM attribute) nChannels (Image attribute) nCtx (MedicalVisionLLM attribute) NDPI_LE() (TIFF method) NDPI_TAGS() (TIFF method) ndpi_tags() (TiffPage method) nDraft (MedicalVisionLLM attribute) NEAREST (AdaptiveThresholdingMode attribute) NerOutputCleaner (class in sparkocr.transformers.ner_output_cleaner) new_java_array() (DocVQA method) (ExtendedJavaWrapper method) new_java_array_integer() (DocVQA method) (ExtendedJavaWrapper method) new_java_array_string() (DocVQA method) (ExtendedJavaWrapper method) new_java_obj() (DocVQA method) (ExtendedJavaWrapper method) nGpuLayers (MedicalVisionLLM attribute) nGpuLayersDraft (MedicalVisionLLM attribute) NIH_COLORTABLE_TYPE() (TIFF method) NIH_CURVEFIT_TYPE() (TIFF method) NIH_IMAGE_HEADER() (TIFF method) NIH_LUTMODE_TYPE() (TIFF method) nih_metadata() (TiffFile method) NIH_UNITS_TYPE() (TIFF method) nKeep (MedicalVisionLLM attribute) nlp_builder() (AnonymizationPipelineBuilder method) nmsThreshold (DocumentLayoutAnalyzer attribute) nodata (TiffPage attribute) NoImage NoiseMethod (class in sparkocr.enums) noKvOffload (MedicalVisionLLM attribute) normalize_bbox() (in module sparkocr.transformers.visual_encoder_decoder.Dit) (in module sparkocr.transformers.visual_encoder_decoder.Lilt) normalize_image_size() (in module sparkocr.transformers.image_table_cell_detector) normalizeLigatures (PdfToText attribute) normalizeMeanVariance() (in module sparkocr.utils.craft.image_utils) normMean (ImageToTextV2 attribute) (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) (VitImageEmbeddings attribute) normStd (ImageToTextV2 attribute) (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) (VitImageEmbeddings attribute) nPredict (MedicalVisionLLM attribute) nProbs (MedicalVisionLLM attribute) nThreads (MedicalVisionLLM attribute) nThreadsBatch (MedicalVisionLLM attribute) nUbatch (MedicalVisionLLM attribute) NullContext (class in sparkocr.utils.svs.tiffparser) nullfunc() (in module sparkocr.utils.svs.tiffparser) numaStrategy (MedicalVisionLLM attribute) numChannels (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) O Obfuscator (class in sparkocr.transformers.dicom.dicom_metadata_deidentifier) ocr (AnonymizationPipelineBuilder attribute) ocr_class (HocrRenderer attribute) OCR_MODEL_DIR (in module sparkocr.databricks) ocrEngine (VisualDocumentProcessor attribute) ocrEngineMode (HasOcr attribute) (HocrToTextTable attribute) (ImageBrandsToText attribute) (ImageCellsToTextTable attribute) (ImageLayoutAnalyzer attribute) (ImageToHocr attribute) (ImageToText attribute) (ImageToTextModelServing attribute) (ImageToTextV3 attribute) (ImageToTextV4 attribute) (ImageToTextWeb attribute) (VisualDocumentProcessor attribute) OCRMAC (VisualDocumentProcessorOcrEngines attribute) OcrMetrics (class in sparkocr.metrics) OcrOutputFormat (class in sparkocr.enums) ocrParams (ImageBrandsToText attribute) (ImageCellsToTextTable attribute) (ImageToHocr attribute) (ImageToText attribute) (ImageToTextPdf attribute) OcrResourceDownloader (class in sparkocr.transformers.ocr_resource_downloader) ocrScaleFactor (PositionFinder attribute) OCTAGON (KernelShape attribute) OCTAHEDRON (KernelShape attribute) offset (ImageAdaptiveThresholding attribute) (TiffFrame attribute) (TiffPage attribute) (TiffPageSeries attribute) (TiffTag attribute), [1] offset() (TiffPageSeries method) OFILETYPE() (TIFF method) oldlace (Color attribute) olive (Color attribute) olivedrab (Color attribute) olympusini_metadata() (in module sparkocr.utils.svs.tiffparser) onlyPageNum (PdfToText attribute) open() (DicomCleaner method) (FileHandle method) (OpenFileCache method) OpenFileCache (class in sparkocr.utils.svs.tiffparser) OPENING (MorphologyOperationType attribute) operation (ImageMorphologyOperation attribute) (ImageMorphologyOperation1 attribute) option() (ImageInpainting method) (ImageInpaintingWriter method) (ImageTextDetectorV2 method) (ImageTextDetectorV2Writer method) optionalInputAnnotatorTypes (MedicalVisionLLM attribute) (PositionFinder attribute) optionMap (ImageInpainting attribute) (ImageInpaintingWriter attribute) (ImageTextDetectorV2 attribute) (ImageTextDetectorV2Writer attribute) orange (Color attribute) orangered (Color attribute) orchid (Color attribute) ORIENTATION() (TIFF method) origin (Image attribute) original (CopyOp attribute) (DicomCleaner attribute) originCol (Base64ToImage attribute) (BinaryToImage attribute) (DicomDrawRegions attribute) (DicomSplitter attribute) (DicomToImage attribute) (DicomToImageV2 attribute) (DicomToImageV3 attribute) (DicomToMetadata attribute) (DicomToPdf attribute) (FoundationOneReportParser attribute) (ImageDrawAnnotations attribute) (ImageDrawRegions attribute) (ImageInpainting attribute) (ImageToDicom attribute) (ImageToPdf attribute) (ImageToTextPdf attribute) (PdfAssembler attribute) (PdfDrawRegions attribute) (PdfToImage attribute) (TextToPdf attribute) OSD_ONLY (PageSegmentationMode attribute) OTSU (ThresholdingMethod attribute) output_dir (Craft attribute) OUTPUT_DIR (in module sparkocr.eval_hunyuan_funsd) output_path (in module sparkocr.utils.svs.remove-phi) output_schema (DicomToMetadata attribute) output_texts (in module sparkocr.eval_hunyuan) outputAnnotatorType (MedicalVisionLLM attribute) (PositionFinder attribute) outputCol (Base64ToBinary attribute) (Base64ToImage attribute) (BinaryToImage attribute) (BrosHocrTokenizer attribute) (DicomDeidentifier attribute) (DicomDrawRegions attribute) (DicomMetadataDeidentifier attribute) (DicomSplitter attribute) (DicomToImage attribute) (DicomToImageV2 attribute) (DicomToImageV3 attribute) (DicomToMetadata attribute) (DicomToPdf attribute) (DicomUpdatePdf attribute) (DocToPdf attribute) (DocToText attribute) (DocToTextTable attribute) (DocumentCoordinatesToText attribute) (DocumentLayoutAnalyzer attribute) (FormRelationExtractor attribute) (FoundationOneReportParser attribute) (GeoRelationExtractor attribute) (GPUImageTransformer attribute) (HocrDocumentAssembler attribute) (HocrMerger attribute) (HocrToFeatures attribute) (HocrToImage attribute) (HocrTokenizer attribute) (HocrToTextTable attribute) (IcdarTableExtractor attribute) (ImageAdaptiveBinarizer attribute) (ImageAdaptiveScaler attribute) (ImageAdaptiveThresholding attribute) (ImageBaseTransformer attribute) (ImageBinarizer attribute) (ImageBrandsToText attribute) (ImageCellsToTextTable attribute) (ImageCheckBoxDetector attribute) (ImageCropper attribute) (ImageDocumentRegionDetector attribute) (ImageDrawAnnotations attribute) (ImageDrawRegions attribute) (ImageEnhanceContrast attribute) (ImageErosion attribute) (ImageHandwrittenDetector attribute) (ImageHandwrittenTextRecognizer attribute) (ImageHomogenizeLight attribute) (ImageInpainting attribute) (ImageLayoutAnalyzer attribute) (ImageLayoutDetector attribute) (ImageMorphologyOperation attribute) (ImageMorphologyOperation1 attribute) (ImageNoiseScorer attribute) (ImageRemoveBackground attribute) (ImageRemoveGlare attribute) (ImageRemoveObjects attribute) (ImageScaler attribute) (ImageSchemaConverter attribute) (ImageSkewCorrector attribute) (ImageSplitRegions attribute) (ImageTableCellDetector attribute) (ImageTableDetector attribute) (ImageTextCleaner attribute) (ImageTextDetectorCraft attribute) (ImageTextDetectorDit attribute) (ImageTextDetectorV2 attribute) (ImageToDicom attribute) (ImageToHocr attribute) (ImageToPdf attribute) (ImageToText attribute) (ImageToTextModelServing attribute) (ImageToTextPdf attribute) (ImageToTextV2 attribute) (ImageToTextV3 attribute) (ImageToTextV4 attribute) (ImageToTextWeb attribute) (ImageTransformer attribute) (MedicalVisionLLM attribute) (NerOutputCleaner attribute) (PdfAssembler attribute) (PdfDrawRegions attribute) (PdfToForm attribute) (PdfToHocr attribute) (PdfToImage attribute) (PdfToText attribute) (PdfToTextTable attribute) (PositionFinder attribute) (PptToPdf attribute) (PptToTextTable attribute) (RegionsFilterer attribute) (RegionsMerger attribute) (TextToPdf attribute) (UpdateTextPosition attribute) (VisualDocumentClassifierLilt attribute) (VisualDocumentClassifierV3 attribute) (VisualDocumentNerGeo attribute) (VisualDocumentNerLayoutLMv1 attribute) (VisualDocumentNerLilt attribute) (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) (VitImageEmbeddings attribute) outputCols (VisualDocumentProcessor attribute) outputFormat (GeoRelationExtractor attribute) (HocrToTextTable attribute) (ImageCellsToTextTable attribute) (ImageCheckBoxDetector attribute) (ImageToTextModelServing attribute) (ImageToTextV2 attribute) (ImageToTextV3 attribute) (ImageToTextV4 attribute) (ImageToTextWeb attribute) (PptToTextTable attribute) (VisualDocumentProcessor attribute) outputImageCol (ImageTableCellDetector attribute) outputLabels (DocumentLayoutAnalyzer attribute) (ImageCheckBoxDetector attribute) (ImageDocumentRegionDetector attribute) (ImageHandwrittenDetector attribute) (ImageTableDetector attribute) outputNerCol (NerOutputCleaner attribute) outputPartitionSize (DicomDrawRegions attribute) outputSchema (ImageSchemaConverter attribute) outputSpaceCharacterWidth (ImageToText attribute) outputTableFormat (VisualDocumentProcessor attribute) overlay_data (DicomCleaner attribute) OVERLAY_TAG (DicomCleaner attribute) overwrite() (ImageInpainting method) (ImageInpaintingWriter method) (ImageTextDetectorV2 method) (ImageTextDetectorV2Writer method) P pad_coef (LearnableSpatialTransformWrapper attribute) pad_img_to_modulo() (in module sparkocr.utils.inpainting) pad_or_cut() (in module sparkocr.utils.torchutils) pad_token_id (HocrToFeatures attribute) padding (ImageTextCleaner attribute) padTokenId (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) page (Coordinate attribute) page_height (HocrRenderer attribute) page_width (HocrRenderer attribute) pageIndex (PdfToTextTable attribute) PageIteratorLevel (class in sparkocr.enums) pageIteratorLevel (HasOcr attribute) (HocrToTextTable attribute) (ImageBrandsToText attribute) (ImageCellsToTextTable attribute) (ImageLayoutAnalyzer attribute) (ImageToHocr attribute) (ImageToText attribute) (ImageToTextModelServing attribute) (ImageToTextV3 attribute) (ImageToTextV4 attribute) (ImageToTextWeb attribute) (VisualDocumentProcessor attribute) pageMatrixCol (DocumentCoordinatesToText attribute) (ImageDrawRegions attribute) (PositionFinder attribute) pageMatrixSchema (in module sparkocr.schemas) PageNum (class in sparkocr.schemas) pageNumCol (Base64ToImage attribute) (BinaryToImage attribute) (DicomToImage attribute) (DicomToImageV2 attribute) (DicomToImageV3 attribute) (DocToText attribute) (ImageToPdf attribute) (ImageToTextPdf attribute) (PdfAssembler attribute) (PdfToHocr attribute) (PdfToImage attribute) (PdfToText attribute) (PositionFinder attribute) (TextToPdf attribute) pages (TiffFile attribute) (TiffFrame attribute) (TiffPages attribute) (TiffPageSeries attribute) pages() (TiffPage method) PageSegmentationMode (class in sparkocr.enums) pageSegMode (HasOcr attribute) (HocrToTextTable attribute) (ImageBrandsToText attribute) (ImageCellsToTextTable attribute) (ImageLayoutAnalyzer attribute) (ImageToHocr attribute) (ImageToText attribute) (ImageToTextModelServing attribute) (ImageToTextV3 attribute) (ImageToTextV4 attribute) (ImageToTextWeb attribute) (VisualDocumentProcessor attribute) palegoldenrod (Color attribute) palegreen (Color attribute) paleturquoise (Color attribute) palevioletred (Color attribute) pandas_udf() (ImageTextDetectorV2 static method) PandasDataset (class in sparkocr.utils.torchutils) papayawhip (Color attribute) PARAGRAPH (PageIteratorLevel attribute) parameters() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) params (Dit attribute) (Lilt attribute) parent (TiffFrame attribute) (TiffPage attribute) (TiffPages attribute) parse_csv() (in module sparkocr.utils.svs.phi_cleaning) parse_filenames() (in module sparkocr.utils.svs.tiffparser) parse_files() (in module sparkocr.utils.svs.phi_cleaning) parse_hunyuan_output() (in module sparkocr.eval_hunyuan_funsd) parse_inplace_files() (in module sparkocr.utils.svs.phi_cleaning) parse_kwargs() (in module sparkocr.utils.svs.tiffparser) parse_version (in module sparkocr.utils.compat_pkg) partitionNum (DicomSplitter attribute) (DicomToMetadata attribute) (PdfToImage attribute) (PdfToText attribute) partitionNumAfterSplit (PdfToImage attribute) past (OpenFileCache attribute) patch_size (Dit attribute) patchBackgroundColor (ImageDrawRegions attribute) patchImages (ImageDrawRegions attribute) patchTextColor (ImageDrawRegions attribute) Path (class in sparkocr.schemas) path (FileHandle attribute) (ImageOutput attribute) patient_hash_gen() (Obfuscator method) pattern (DocumentCoordinatesToText attribute) (FileSequence attribute) pdf (display_pdf_file attribute) pdf_df() (in module sparkocr.tests.conftest) pdf_fonts_df() (in module sparkocr.tests.conftest) pdf_genomic_df() (in module sparkocr.tests.conftest) PDF_LAYOUT_TEXT_STRIPPER (TextStripperType attribute) pdf_rotated_df() (in module sparkocr.tests.conftest) pdf_rotated_text() (in module sparkocr.tests.conftest) pdf_table_hocr_df() (in module sparkocr.tests.conftest) pdf_table_hocr_nonascii_df() (in module sparkocr.tests.conftest) pdf_table_image_df() (in module sparkocr.tests.conftest) pdf_text_multipage_df() (in module sparkocr.tests.conftest) PDF_TEXT_STRIPPER (TextStripperType attribute) pdf_text_tables_df() (in module sparkocr.tests.conftest) pdf_with_acro_form_df() (in module sparkocr.tests.conftest) pdf_with_xfa_form_df() (in module sparkocr.tests.conftest) PdfAssembler (class in sparkocr.transformers.pdf.pdf_assembler) PdfBase64File (class in sparkocr.schemas) pdfCoordinates (ImageToText attribute) PdfDrawRegions (class in sparkocr.transformers.pdf.pdf_draw_regions) pdfScaleFactor (PositionFinder attribute) PdfToForm (class in sparkocr.transformers.pdf.pdf_to_form) PdfToHocr (class in sparkocr.transformers.pdf.pdf_to_hocr) PdfToImage (class in sparkocr.transformers.pdf.pdf_to_image) PdfToText (class in sparkocr.transformers.pdf.pdf_to_text) PdfToTextTable (class in sparkocr.transformers.pdf.pdf_to_text_table) peachpuff (Color attribute) penalizeNl (MedicalVisionLLM attribute) penaltyPrompt (MedicalVisionLLM attribute) peru (Color attribute) pformat() (in module sparkocr.utils.svs.tiffparser) pformat_xml() (in module sparkocr.utils.svs.tiffparser) photometric (TiffPage attribute) PHOTOMETRIC() (TIFF method) pilatus_description_metadata() (in module sparkocr.utils.svs.tiffparser) PILATUS_HEADER() (TIFF method) pilatus_metadata() (TiffFile method) pink (Color attribute) pipeline_model (LightPipeline attribute) PIPELINE_PATH (TestPdfOcrPipeline attribute) placeholderText (DicomMetadataDeidentifier attribute) PLAIN (FontStyle attribute) planarconfig (TiffPage attribute) PLANARCONFIG() (TIFF method) plum (Color attribute) Point (class in sparkocr.utils.rectangle) POINT_SIZE (in module sparkocr.transformers.image_remove_objects) polygon_mask() (in module sparkocr.utils), [1], [2] poolingType (MedicalVisionLLM attribute) PositionFinder (class in sparkocr.transformers.position_finder) positionsCol (ImageBrandsToText attribute) (ImageToText attribute) PositionsOutput (class in sparkocr.schemas) post_nlp_stages() (AnonymizationPipelineBuilder method) postionSchema (TestPositionFinder attribute) powderblue (Color attribute) ppt_table_df() (in module sparkocr.tests.conftest) ppt_text_multipage_df() (in module sparkocr.tests.conftest) PptToPdf (class in sparkocr.transformers.ppt_to_pdf) PptToTextTable (class in sparkocr.transformers.ppt_to_text_table) pptx_table_df() (in module sparkocr.tests.conftest) pptx_text_multipage_df() (in module sparkocr.tests.conftest) pre_nlp_stages() (AnonymizationPipelineBuilder method) predefined_tags (in module sparkocr.utils.svs.phi_cleaning) predictionLabels (ImageLayoutDetector attribute) predictor (TiffPage attribute) PREDICTOR() (TIFF method) PREDICTORS() (TIFF method) prepare_batch() (BaseInpaintingTrainingModule method) prepare_thumbnail_deid() (in module sparkocr.utils.svs.phi_redaction) preprocess_preprocessed_df() (VisualDocumentClassifierLilt method) presencePenalty (MedicalVisionLLM attribute) pretrained() (BrosHocrTokenizer static method) (ChartToTextTable static method) (DocumentLayoutAnalyzer static method) (GeoRelationExtractor static method) (ImageCheckBoxDetector static method) (ImageDocumentRegionDetector static method) (ImageHandwrittenDetector static method) (ImageHandwrittenTextRecognizer static method) (ImageInpainting static method) (ImageLayoutDetector static method) (ImageTableDetector static method) (ImageTextCleaner static method) (ImageTextDetector static method) (ImageTextDetectorCraft static method) (ImageTextDetectorDit static method) (ImageTextDetectorV2 static method) (ImageToTextV2 static method) (ImageToTextV4 static method) (MedicalVisionLLM static method) (VisualDocumentClassifier static method) (VisualDocumentClassifierLilt static method) (VisualDocumentClassifierV3 static method) (VisualDocumentNer static method) (VisualDocumentNerGeo static method) (VisualDocumentNerLayoutLMv1 static method) (VisualDocumentNerLilt static method) (VisualQuestionAnswering static method) (VisualQuestionAnsweringDonut static method) (VisualQuestionAnsweringPix2Struct static method) (VitImageEmbeddings static method) PretrainedPipeline (class in sparkocr.pretrained.pretrained_pipeline) process_bright() (ImageHomogenizeLight method) process_dimmed() (ImageHomogenizeLight method) process_file() (in module sparkocr.utils.svs.phi_redaction) process_funsd_split() (FunsdReader method) process_image() (in module sparkocr.eval_hunyuan_funsd) (VisualDocumentProcessor method) process_input_row() (MixedDataset method) process_region_information() (ImageInpainting static method) process_sroie_split() (SROIEReader method) process_svs() (in module sparkocr.utils.svs.tile_extraction) process_tacd_split() (TACDReader method) processor (in module sparkocr.eval_hunyuan) (in module sparkocr.eval_hunyuan_funsd) (MixedDataset attribute) produced (MixedDataset attribute) produced_distribution (MixedDataset attribute) product() (in module sparkocr.utils.svs.tiffparser) prompt (ImageToTextModelServing attribute) (ImageToTextWeb attribute) prompt_end_token (MixedDataset attribute) prompt_end_token_id (MixedDataset attribute) purple (Color attribute) Q quality (ImageToPdf attribute) questionEndMarker (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) questions (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) questions_and_answers (AnswersOutput attribute) questionsCol (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) questionStartMarker (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) R RANDOM (FrameSamplingStrategy attribute) RAPIDOCR (VisualDocumentProcessorOcrEngines attribute) RATIO (NoiseMethod attribute) ratio_gin (FFC attribute) ratio_gout (FFC attribute) raw_image_df() (in module sparkocr.tests.conftest) raw_jpeg2k_df() (in module sparkocr.tests.conftest) raw_png_df() (in module sparkocr.tests.conftest) raw_tiff_df() (in module sparkocr.tests.conftest) read() (Base64ToBinary class method) (Base64ToImage class method) (BinaryToImage class method) (BrosHocrTokenizer class method) (CopyOp method) (DicomDeidentifier class method) (DicomDrawRegions class method) (DicomMetadataDeidentifier class method) (DicomSplitter class method) (DicomToImage class method) (DicomToImageV2 class method) (DicomToImageV3 class method) (DicomToMetadata class method) (DicomToPdf class method) (DicomUpdatePdf class method) (DocToPdf class method) (DocToText class method) (DocToTextTable class method) (DocumentCoordinatesToText class method) (DocumentLayoutAnalyzer class method) (FileHandle method) (FoundationOneReportParser class method) (GeoRelationExtractor class method) (GPUImageTransformer class method) (HocrDocumentAssembler class method) (HocrToFeatures class method) (HocrTokenizer class method) (HocrToTextTable class method) (ImageAdaptiveBinarizer class method) (ImageAdaptiveScaler class method) (ImageAdaptiveThresholding class method) (ImageBaseTransformer class method) (ImageBinarizer class method) (ImageBrandsToText class method) (ImageCellsToTextTable class method) (ImageCheckBoxDetector class method) (ImageCropper class method) (ImageDocumentRegionDetector class method) (ImageDrawAnnotations class method) (ImageDrawRegions class method) (ImageEnhanceContrast class method) (ImageErosion class method) (ImageHandwrittenDetector class method) (ImageHomogenizeLight class method) (ImageInpainting class method) (ImageLayoutAnalyzer class method) (ImageLayoutDetector class method) (ImageMorphologyOperation class method) (ImageMorphologyOperation1 class method) (ImageNoiseScorer class method) (ImageRemoveBackground class method) (ImageRemoveGlare class method) (ImageRemoveObjects class method) (ImageScaler class method) (ImageSchemaConverter class method) (ImageSkewCorrector class method) (ImageSplitRegions class method) (ImageTableCellDetector class method) (ImageTableDetector class method) (ImageTextCleaner class method) (ImageTextDetectorCraft class method) (ImageTextDetectorDit class method) (ImageTextDetectorV2 class method) (ImageToDicom class method) (ImageToHocr class method) (ImageToPdf class method) (ImageToText class method) (ImageToTextPdf class method) (ImageToTextV2 class method) (ImageToTextV3 class method) (ImageToTextV4 class method) (ImageTransformer class method) (MedicalVisionLLM class method) (NerOutputCleaner class method) (PdfAssembler class method) (PdfDrawRegions class method) (PdfToForm class method) (PdfToHocr class method) (PdfToImage class method) (PdfToText class method) (PdfToTextTable class method) (PositionFinder class method) (PptToPdf class method) (PptToTextTable class method) (RegionsFilterer class method) (RegionsMerger class method) (TextToPdf class method) (UpdateTextPosition class method) (VisualDocumentClassifier class method) (VisualDocumentClassifierLilt class method) (VisualDocumentClassifierV3 class method) (VisualDocumentNerGeo class method) (VisualDocumentNerLayoutLMv1 class method) (VisualDocumentNerLilt class method) (VisualQuestionAnsweringDonut class method) (VisualQuestionAnsweringPix2Struct class method) (VitImageEmbeddings class method) read_annotation_files() (IAMReader method) read_array() (FileHandle method) read_bytes() (in module sparkocr.utils.svs.tiffparser) read_colormap() (in module sparkocr.utils.svs.tiffparser) read_cz_lsminfo() (in module sparkocr.utils.svs.tiffparser) read_cz_sem() (in module sparkocr.utils.svs.tiffparser) read_dicom() (BaseDicom static method) (DicomCleaner static method) (DicomMetadataDeidentifier static method) (DicomToImageV3 static method) (DicomToMetadata static method) read_exif_ifd() (in module sparkocr.utils.svs.tiffparser) read_fei_metadata() (in module sparkocr.utils.svs.tiffparser) read_gps_ifd() (in module sparkocr.utils.svs.tiffparser) read_image (in module sparkocr.utils.craft) read_image() (in module sparkocr.utils.craft.image_utils) read_interoperability_ifd() (in module sparkocr.utils.svs.tiffparser) read_json() (in module sparkocr.utils.svs.tiffparser) read_lsm_channelcolors() (in module sparkocr.utils.svs.tiffparser) read_lsm_eventlist() (in module sparkocr.utils.svs.tiffparser) read_lsm_floatpairs() (in module sparkocr.utils.svs.tiffparser) read_lsm_positions() (in module sparkocr.utils.svs.tiffparser) read_lsm_scaninfo() (in module sparkocr.utils.svs.tiffparser) read_lsm_timestamps() (in module sparkocr.utils.svs.tiffparser) read_metaseries_catalog() (in module sparkocr.utils.svs.tiffparser) read_micromanager_metadata() (in module sparkocr.utils.svs.tiffparser) read_mm_header() (in module sparkocr.utils.svs.tiffparser) read_mm_stamp() (in module sparkocr.utils.svs.tiffparser) read_newline_separated() (Obfuscator static method) read_nih_image_header() (in module sparkocr.utils.svs.tiffparser) read_numpy() (in module sparkocr.utils.svs.tiffparser) read_record() (FileHandle method) read_scanimage_metadata() (in module sparkocr.utils.svs.tiffparser) read_segments() (FileHandle method) read_sis() (in module sparkocr.utils.svs.tiffparser) read_sis_ini() (in module sparkocr.utils.svs.tiffparser) read_tags() (in module sparkocr.utils.svs.tiffparser) read_tvips_header() (in module sparkocr.utils.svs.tiffparser) read_uic1tag() (in module sparkocr.utils.svs.tiffparser) read_uic2tag() (in module sparkocr.utils.svs.tiffparser) read_uic3tag() (in module sparkocr.utils.svs.tiffparser) read_uic4tag() (in module sparkocr.utils.svs.tiffparser) read_uic_image_property() (in module sparkocr.utils.svs.tiffparser) read_uic_tag() (in module sparkocr.utils.svs.tiffparser) read_utf8() (in module sparkocr.utils.svs.tiffparser) readDataset() (DatasetReader static method) (DocVQA method) readinto() (FileHandle method) readMaxBytes (BaseDicom attribute) (DicomCleaner attribute) (DicomMetadataDeidentifier attribute) (DicomToImageV3 attribute) (DicomToMetadata attribute) readPreprocessedDataset() (DatasetReader static method) readTestDataset() (RvlCdipReader method) readTrainDataset() (RvlCdipReader method) reasoningBudget (MedicalVisionLLM attribute) recarray2dict() (in module sparkocr.utils.svs.tiffparser) recognizerAlgo (HocrToTextTable attribute) Rectangle (class in sparkocr.utils.rectangle) rectColor (ImageDrawRegions attribute) rectify (Craft attribute) rectify_poly() (in module sparkocr.utils.craft.file_utils) red (Color attribute) redact_phi_in_tiles() (in module sparkocr.utils.svs.phi_redaction) redactionEntityList (ImageDrawRegions attribute) refine_net (Craft attribute) RefineNet (class in sparkocr.utils.craft.models.refinenet) REFINENET_GDRIVE_URL (in module sparkocr.utils.craft.craft_utils) refiner (Craft attribute) REFLECT (AdaptiveThresholdingMode attribute) regenerateSeries (DicomMetadataDeidentifier attribute) region_col (DicomPretrainedPipeline attribute) regionCol (DocumentCoordinatesToText attribute) (HocrToTextTable attribute) REGIONS (DetectorOutputFormat attribute) regions_merger_df() (in module sparkocr.tests.conftest) regionSchema (in module sparkocr.schemas) regionsCol (ImageToTextModelServing attribute) (ImageToTextWeb attribute) (RegionsFilterer attribute) regionsColumn (ImageToTextV2 attribute) RegionsFilterer (class in sparkocr.transformers.regions_filterer) RegionsMerger (class in sparkocr.transformers.regions_merger) register_backward_hook() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) register_buffer() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) register_forward_hook() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) register_forward_pre_hook() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) register_full_backward_hook() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) register_load_state_dict_post_hook() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) register_module() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) register_parameter() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) RelationOutputFormat (class in sparkocr.enums) relu (FourierUnit attribute) relu1 (FFCSE_block attribute) remote_loc (AnonymizationPipelineBuilder attribute) remove_binary() (Obfuscator static method) remove_date() (Obfuscator static method) remove_dependency_from_traceback() (in module sparkocr.utils) remove_large_objects() (in module sparkocr.utils), [1], [2] remove_lines() (in module sparkocr.transformers.image_table_cell_detector) remove_numeric() (Obfuscator static method) remove_phi() (in module sparkocr.utils.svs.phi_cleaning) remove_sequence() (Obfuscator static method) remove_str() (Obfuscator method) remove_tag_section() (in module sparkocr.utils.svs.phi_cleaning) removeCache (VisualDocumentNerLilt attribute) removePrivateTags (DicomMetadataDeidentifier attribute) removeThinkingTag (MedicalVisionLLM attribute) render() (HocrRenderer method) reorient() (in module sparkocr.utils.svs.tiffparser) repeat_nd() (in module sparkocr.utils.svs.tiffparser) repeatLastN (MedicalVisionLLM attribute) repeatPenalty (MedicalVisionLLM attribute) requires_grad_() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) reset_config() (AnonymizationPipelineBuilder method) reshape_axes() (in module sparkocr.utils.svs.tiffparser) reshape_nd() (in module sparkocr.utils.svs.tiffparser) resize_aspect_ratio() (in module sparkocr.utils.craft.image_utils) resolution (Image attribute) (ImageSkewCorrector attribute) (ImageToPdf attribute) (PdfToImage attribute) resolve_compression_quality() (DicomCleaner class method) resolve_method() (Obfuscator method) resource_filename() (in module sparkocr.utils.compat_pkg) resource_path() (in module sparkocr.utils.svs.phi_cleaning) RESULT (FunsdReader attribute) results (DicomCleaner attribute) RESUNIT() (TIFF method) retry() (in module sparkocr) return_empty_if_value_empty() (Obfuscator method) returnPipeline() (TestImageDrawAnnotations method) rle_color_space (DicomCleaner attribute) RLELossless (DicomCompression attribute) root_work_dir (FunsdReader attribute) (IAMReader attribute) (SROIEReader attribute) (TACDReader attribute) ropeFreqBase (MedicalVisionLLM attribute) ropeFreqScale (MedicalVisionLLM attribute) ropeScalingType (MedicalVisionLLM attribute) rosybrown (Color attribute) rotate_boxes() (in module sparkocr.utils), [1], [2] rotate_detector_regions() (in module sparkocr.utils.inpainting) rotate_tensor() (in module sparkocr.utils.inpainting) rotationAngle (ImageSkewCorrector attribute) rowsperstrip (TiffPage attribute) royalblue (Color attribute) RUS (Language attribute) RvlCdipReader (class in sparkocr.transformers.readers.rvlcdip_reader) S S3_URI (IAMReader attribute) (TACDReader attribute) saddlebrown (Color attribute) salmon (Color attribute) SAMPLE_DTYPES() (TIFF method) sampleformat (TiffPage attribute) SAMPLEFORMAT() (TIFF method) samplers (MedicalVisionLLM attribute) samplesperpixel (TiffPage attribute) sandybrown (Color attribute) SAUVOLA (ThresholdingMethod attribute) save() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageInpaintingWriter method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageTextDetectorV2Writer method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) save_dicom() (DicomCleaner method) SAVE_DIR (TestDicomDrawRegions attribute) save_model() (in module sparkocr.transformers.visual_encoder_decoder.utils) save_on_master() (in module sparkocr.transformers.visual_encoder_decoder.utils) save_table_to_csv() (in module sparkocr.utils) save_tables_to_csv() (in module sparkocr.utils) saveImpl() (ImageInpainting method) (ImageInpaintingWriter method) (ImageTextDetectorV2 method) (ImageTextDetectorV2Writer method) saveMetadata() (ImageInpainting static method) (ImageInpaintingWriter static method) (ImageTextDetectorV2 static method) (ImageTextDetectorV2Writer static method) saveModel() (GeoRelationExtractor method) (ImageCheckBoxDetector method) (ImageDocumentRegionDetector method) (ImageInpainting method) (ImageLayoutDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorV2 method) (ImageToTextV2 method) (ImageToTextV4 method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLilt method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) saveSteps (VisualDocumentNerLilt attribute) sc (DocVQA attribute) (ExtendedJavaWrapper attribute) scale (DicomToImageV3 attribute) (ImageAdaptiveBinarizer attribute) scale() (ImageRemoveBackground method) scale_boxes_to_all_levels() (in module sparkocr.utils.svs.phi_redaction) scale_image() (in module sparkocr.utils.inpainting) scaleBoundingBoxes (ImageDrawRegions attribute) scaleFactor (DicomDrawRegions attribute) (DocumentLayoutAnalyzer attribute) (ImageScaler attribute) (ImageTextDetectorDit attribute) scaleHeightToCol (ImageDocumentRegionDetector attribute) (ImageTableDetector attribute) scaleWidthToCol (ImageDocumentRegionDetector attribute) (ImageTableDetector attribute) scanimage_artist_metadata() (in module sparkocr.utils.svs.tiffparser) scanimage_description_metadata() (in module sparkocr.utils.svs.tiffparser) scanimage_metadata() (TiffFile method) schema (FunsdReader attribute) (SROIEReader attribute) (TACDReader attribute) score (Coordinate attribute) score() (in module sparkocr.metrics) (OcrMetrics method) scoresCol (ImageToTextV2 attribute) scoreThreshold (DocumentLayoutAnalyzer attribute) (ImageCheckBoxDetector attribute) (ImageDocumentRegionDetector attribute) (ImageHandwrittenDetector attribute) (ImageLayoutDetector attribute) (ImageTableDetector attribute) (ImageTextDetectorCraft attribute) (ImageTextDetectorDit attribute) (ImageTextDetectorV2 attribute) seagreen (Color attribute) seashell (Color attribute) seed (MedicalVisionLLM attribute) seek() (FileHandle method) SELayer (class in sparkocr.utils.inpainting) sep_token_id (HocrToFeatures attribute) Seqeval (class in sparkocr.utils.seqeval) sequence() (in module sparkocr.utils.svs.tiffparser) series (TiffFile attribute) series() (TiffFile method) serverAddress (ImageToTextModelServing attribute) (ImageToTextWeb attribute) serverPath (ImageToTextModelServing attribute) (ImageToTextWeb attribute) serverPort (ImageToTextModelServing attribute) (ImageToTextWeb attribute) serverScheme (ImageToTextModelServing attribute) (ImageToTextWeb attribute) serverToken (ImageToTextModelServing attribute) (ImageToTextWeb attribute) session() (ImageInpainting method) (ImageInpaintingWriter method) (ImageTextDetectorV2 method) (ImageTextDetectorV2Writer method) set() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (CompressOutputImage method) (DatasetReader method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HasImageType method) (HasKeepInput method) (HasOcr method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) set_extra_state() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) set_step() (TensorboardLogger method) setAggCols() (DicomDrawRegions method) setAggregatePages() (ImageToPdf method) setAlgoParams() (ImageTableCellDetector method) setAlgoType() (ImageTableCellDetector method) setApplyCorrection() (ImageDocumentRegionDetector method) (ImageTableDetector method) setAutomaticSkewCorrection() (ImageSkewCorrector method) setBatchSize() (ImageToTextV2 method) (MedicalVisionLLM method) setBinarization() (PdfToImage method) setBinarizationParams() (PdfToImage method) setBinarize() (ImageTextCleaner method) setBinary() (ImageMorphologyOperation method) setBL() (ImageRemoveBackground method) setBlackList() (DicomDeidentifier method) (ImageDrawRegions method) (RegionsFilterer method) setBlackListFile() (DicomDeidentifier method) setBlockSize() (ImageAdaptiveThresholding method) setBorderWidth() (ImageToTextV2 method) setBrandsCoords() (ImageBrandsToText method) setByRegions() (ImageNoiseScorer method) setCachePrompt() (MedicalVisionLLM method) setCaseSensitive() (ImageHandwrittenDetector method) (VisualDocumentClassifier method) (VisualDocumentNerLayoutLMv1 method) setCellInputCol() (RegionsMerger method) setCellsCol() (ImageCellsToTextTable method) setChatTemplate() (MedicalVisionLLM method) setClipLimit() (ImageEnhanceContrast method) setColorMap() (ImageDrawAnnotations method) setCompressImage() (BinaryToImage method) (CompressOutputImage method) (DicomToImageV3 method) (ImageSplitRegions method) (PdfToImage method) setCompression() (ImageToPdf method) setCompressionMode() (DicomToImageV3 method) setCompressionQuality() (DicomDrawRegions method) (DicomToImageV3 method) setCompressionThreshold() (DicomToImageV3 method) setConfidenceCol() (ImageBrandsToText method) (ImageToText method) (VisualDocumentClassifier method) setConfidenceThreshold() (ImageBrandsToText method) (ImageToText method) (VisualDocumentClassifier method) setConnectivityHole() (ImageRemoveObjects method) setConnectivityMaxObject() (ImageRemoveObjects method) setConnectivityObject() (ImageRemoveObjects method) setCropRectangle() (ImageCropper method) setCropSquareType() (ImageCropper method) setCval() (ImageAdaptiveThresholding method) setDefragmentationThreshold() (MedicalVisionLLM method) setDeIdentifyMetadata() (DicomToImage method) setDesiredSize() (ImageAdaptiveScaler method) setDisableLog() (MedicalVisionLLM method) setDisableTokenIds() (MedicalVisionLLM method) setDisplayMetadata() (ImageDrawRegions method) setDownloadModelData() (HasOcr method) (HocrToTextTable method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageLayoutAnalyzer method) (ImageToHocr method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (VisualDocumentProcessor method) setDrawDetectedLines() (ImageTableCellDetector method) setDropCols() (ImageSplitRegions method) setDynamicColor() (ImageDrawRegions method) setDynamicTemperatureExponent() (MedicalVisionLLM method) setDynamicTemperatureRange() (MedicalVisionLLM method) setEndTokenId() (ImageToTextV2 method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setEvalSize() (VisualDocumentClassifierV3 method) (VisualDocumentNerLilt method) setEvalSteps() (VisualDocumentNerLilt method) setExpIn() (ImageHomogenizeLight method) setExtractCoordinates() (PdfToText method) setExtractTagForNer() (DicomToMetadata method) setFallBackCol() (PdfToImage method) setFileNameCol() (Base64ToBinary method) setFilledRect() (ImageDrawAnnotations method) (ImageDrawRegions method) setFilterKey() (RegionsFilterer method) setFlashAttention() (MedicalVisionLLM method) setFontName() (ImageDrawRegions method) setFontSize() (ImageDrawAnnotations method) (ImageDrawRegions method) setFontStyle() (ImageDrawRegions method) setForceOutput() (DicomDrawRegions method) setForceProcessing() (DicomToMetadata method) (HasForceProcessing method) (ImageInpainting method) (ImageTextDetectorV2 method) (ImageToTextV2 method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setFrameDimsCol() (DicomToImageV3 method) setFrameLimit() (DicomToImageV3 method) setFrameSamplingStrategy() (DicomToImageV3 method) setFreeTextOnly() (VisualDocumentProcessor method) setFrequencyPenalty() (MedicalVisionLLM method) setGPUName() (GPUImageTransformer method) setGpuSplitMode() (MedicalVisionLLM method) setGrammar() (MedicalVisionLLM method) setGroundTruthPath() (IcdarTableExtractor method) setGroupImages() (ImageToTextV2 method) setGroupStrategyFile() (DicomMetadataDeidentifier method) setGuess() (PdfToTextTable method) setHalfAngle() (ImageSkewCorrector method) setHandwrittenLabels() (RegionsMerger method) setHeight() (ImageInpainting method) (ImageScaler method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageToTextV2 method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) setHeightCol() (ImageScaler method) setIgnoreEos() (MedicalVisionLLM method) setIgnoreResolution() (ImageBrandsToText method) (ImageToHocr method) (ImageToText method) setIgnoreSchema() (NerOutputCleaner method) (PositionFinder method) setIgnoreUnsupported() (LightPipeline method) setImageAssemblerCol() (DocumentCoordinatesToText method) setImageInputCol() (RegionsMerger method) setImageType() (Base64ToImage method) (BinaryToImage method) (GPUImageTransformer method) (HasImageType method) (ImageAdaptiveBinarizer method) (ImageBinarizer method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTransformer method) (PdfToImage method) setIncludeConfidence() (ImageBrandsToText method) (ImageToText method) (ImageToTextV2 method) (VisualQuestionAnsweringDonut method) setInpaintedCol() (ImageDrawRegions method) setInputChunkMappingCol() (ImageDrawRegions method) setInputChunksCol() (ImageDrawAnnotations method) setInputCol() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (DicomDrawRegions method) (DicomSplitter method) (DicomToImage method) (DicomToMetadata method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GPUImageTransformer method) (HocrDocumentAssembler method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextWeb method) (ImageTransformer method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) setInputCols() (DicomDeidentifier method) (DicomMetadataDeidentifier method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToPdf method) (GeoRelationExtractor method) (HocrMerger method) (HocrToFeatures method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (MedicalVisionLLM method) (PositionFinder method) (RegionsMerger method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) setInputContent() (TextToPdf method) setInputImage() (TextToPdf method) setInputMetadata() (ImageToDicom method) setInputPdfCol() (DicomUpdatePdf method) setInputPrefix() (MedicalVisionLLM method) setInputRegionsCol() (DicomDrawRegions method) (ImageDrawRegions method) (ImageInpainting method) (ImageNoiseScorer method) (ImageSplitRegions method) (PdfDrawRegions method) setInputSuffix() (MedicalVisionLLM method) setInputText() (TextToPdf method) (UpdateTextPosition method) setIouThreshold() (ImageLayoutDetector method) setKeepImage() (DocumentCoordinatesToText method) setKeepInput() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (HasKeepInput method) (HocrToFeatures method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageMorphologyOperation method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageSchemaConverter method) (ImageTableCellDetector method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToTextV2 method) (ImageToTextV4 method) (PdfToForm method) (PdfToImage method) (RegionsFilterer method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setKeepLayout() (ImageToText method) setKeepMappingCols() (DicomMetadataDeidentifier method) setKeepOriginalEncoding() (PdfToHocr method) setKeepOriginalLines() (ImageTableCellDetector method) setKeepRatio() (ImageScaler method) setKeepTextRegions() (RegionsMerger method) setKernelShape() (ImageErosion method) (ImageMorphologyOperation method) setKernelSize() (ImageErosion method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) setKeyPattern() (FormRelationExtractor method) setLabelAllTokens() (VisualDocumentNerLilt method) setLabelCol() (VisualDocumentClassifier method) setLabels() (DocumentLayoutAnalyzer method) (GeoRelationExtractor method) (ImageCheckBoxDetector method) (ImageDocumentRegionDetector method) (ImageHandwrittenDetector method) (ImageTableDetector method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) setLanguage() (HasOcr method) (HocrToTextTable method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageLayoutAnalyzer method) (ImageToHocr method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (VisualDocumentProcessor method) setLazyAnnotator() (MedicalVisionLLM method) (PositionFinder method) setLearningRate() (VisualDocumentNerLilt method) setLimitMultiplier() (ImageToTextV2 method) setLineTolerance() (DocumentCoordinatesToText method) (FormRelationExtractor method) (ImageToTextV2 method) setLineWidth() (ImageDrawAnnotations method) (ImageDrawRegions method) (PdfDrawRegions method) setLinkThreshold() (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorV2 method) setLogVerbosity() (MedicalVisionLLM method) setMainGpu() (MedicalVisionLLM method) setMargin() (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageToTextV3 method) setMaxImageRatio() (ImageToTextV2 method) setMaxImageSize() (ImageToTextV2 method) setMaxSentenceLength() (GeoRelationExtractor method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) setMaxSeqLength() (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setMaxSizeObject() (ImageRemoveObjects method) setMaxSteps() (VisualDocumentNerLilt method) setMedianBlur() (ImageTextCleaner method) setMemoryOptimized() (DicomDrawRegions method) (DicomToImageV3 method) setMergeIntersects() (DocumentLayoutAnalyzer method) (ImageTextDetectorV2 method) setMerges() (VisualDocumentNerLilt method) setMergesFile() (VisualDocumentNerLilt method) setMetadataCol() (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) setMethod() (ImageAdaptiveBinarizer method) (ImageAdaptiveThresholding method) (ImageNoiseScorer method) (PdfToTextTable method) setMinKeep() (MedicalVisionLLM method) setMinP() (MedicalVisionLLM method) setMinSizeBeforeFallback() (PdfToImage method) setMinSizeFont() (ImageRemoveObjects method) setMinSizeHole() (ImageRemoveObjects method) setMinSizeObject() (ImageRemoveObjects method) setMiroStat() (MedicalVisionLLM method) setMiroStatEta() (MedicalVisionLLM method) setMiroStatTau() (MedicalVisionLLM method) setMode() (ImageAdaptiveThresholding method) setModelAlias() (MedicalVisionLLM method) setModelData() (HasOcr method) (HocrToTextTable method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageLayoutAnalyzer method) (ImageToHocr method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (VisualDocumentProcessor method) setModelDraft() (MedicalVisionLLM method) setModelType() (HasOcr method) (HocrToTextTable method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageLayoutAnalyzer method) (ImageToHocr method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (VisualDocumentProcessor method) setNBatch() (MedicalVisionLLM method) setNCtx() (MedicalVisionLLM method) setNDraft() (MedicalVisionLLM method) setNGpuLayers() (MedicalVisionLLM method) setNGpuLayersDraft() (MedicalVisionLLM method) setNKeep() (MedicalVisionLLM method) setNmsThreshold() (DocumentLayoutAnalyzer method) setNoKvOffload() (MedicalVisionLLM method) setNormalizeLigatures() (PdfToText method) setNormMean() (ImageToTextV2 method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) setNormStd() (ImageToTextV2 method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setNParallel() (MedicalVisionLLM method) setNPredict() (MedicalVisionLLM method) setNProbs() (MedicalVisionLLM method) setNThreads() (MedicalVisionLLM method) setNThreadsBatch() (MedicalVisionLLM method) setNUbatch() (MedicalVisionLLM method) setNumaStrategy() (MedicalVisionLLM method) setNumChannels() (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setOcrEngine() (VisualDocumentProcessor method) setOcrEngineMode() (HasOcr method) (HocrToTextTable method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageLayoutAnalyzer method) (ImageToHocr method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (VisualDocumentProcessor method) setOcrParams() (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageToHocr method) (ImageToText method) (ImageToTextPdf method) setOcrScaleFactor() (PositionFinder method) setOffset() (ImageAdaptiveThresholding method) setOnlyPageNum() (PdfToText method) setOperation() (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) setOriginCol() (Base64ToImage method) (BinaryToImage method) (DicomDrawRegions method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToPdf method) (FoundationOneReportParser method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageInpainting method) (ImageToDicom method) (ImageToPdf method) (ImageToTextPdf method) (PdfAssembler method) (PdfDrawRegions method) (PdfToImage method) (TextToPdf method) setOutputCol() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLilt method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) setOutputCols() (VisualDocumentProcessor method) setOutputFormat() (GeoRelationExtractor method) (HocrToTextTable method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageToTextModelServing method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (PptToTextTable method) (VisualDocumentProcessor method) setOutputImageCol() (ImageTableCellDetector method) setOutputLabels() (DocumentLayoutAnalyzer method) (ImageCheckBoxDetector method) (ImageDocumentRegionDetector method) (ImageHandwrittenDetector method) (ImageTableDetector method) setOutputNerCol() (NerOutputCleaner method) setOutputPartitionSize() (DicomDrawRegions method) setOutputSchema() (ImageSchemaConverter method) setOutputSpaceCharacterWidth() (ImageToText method) setOutputTableFormat() (VisualDocumentProcessor method) setPadding() (ImageTextCleaner method) setPadTokenId() (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setPageIndex() (PdfToTextTable method) setPageIteratorLevel() (HasOcr method) (HocrToTextTable method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageLayoutAnalyzer method) (ImageToHocr method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (VisualDocumentProcessor method) setPageMatrixCol() (DocumentCoordinatesToText method) (PositionFinder method) setPageNumCol() (Base64ToImage method) (BinaryToImage method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DocToText method) (ImageToPdf method) (ImageToTextPdf method) (PdfAssembler method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PositionFinder method) (TextToPdf method) setPageSegMode() (HasOcr method) (HocrToTextTable method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageLayoutAnalyzer method) (ImageToHocr method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (VisualDocumentProcessor method) setParams() (GPUImageTransformer method) (ImageAdaptiveThresholding method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHomogenizeLight method) (ImageMorphologyOperation method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageTransformer method) (MedicalVisionLLM method) (PositionFinder method) setParamValue() (MedicalVisionLLM method) (PositionFinder method) setPartitionNum() (DicomSplitter method) (PdfToImage method) (PdfToText method) setPartitionNumAfterSplit() (PdfToImage method) setPatchBackgroundColor() (ImageDrawRegions method) setPatchImages() (ImageDrawRegions method) setPatchTextColor() (ImageDrawRegions method) setPdfCoordinates() (ImageToText method) setPdfScaleFactor() (PositionFinder method) setPenalizeNl() (MedicalVisionLLM method) setPenaltyPrompt() (MedicalVisionLLM method) setPlaceholderText() (DicomMetadataDeidentifier method) setPoolingType() (MedicalVisionLLM method) setPositionsCol() (ImageBrandsToText method) (ImageToText method) setPredictionLabels() (ImageLayoutDetector method) setPresencePenalty() (MedicalVisionLLM method) setPrompt() (ImageToTextModelServing method) (ImageToTextWeb method) setQuality() (ImageToPdf method) setQuestionEndMarker() (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setQuestions() (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setQuestionsCol() (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setQuestionStartMarker() (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setReadMaxBytes() (BaseDicom method) (DicomCleaner method) (DicomMetadataDeidentifier method) (DicomToImageV3 method) (DicomToMetadata method) setReasoningBudget() (MedicalVisionLLM method) setRecognizerAlgo() (HocrToTextTable method) setRectColor() (ImageDrawRegions method) setRedactionEntityList() (ImageDrawRegions method) setRegenerateSeries() (DicomMetadataDeidentifier method) setRegionCol() (DocumentCoordinatesToText method) (HocrToTextTable method) setRegionsCol() (RegionsFilterer method) setRegionsColumn() (ImageToTextV2 method) setRemoveCache() (VisualDocumentNerLilt method) setRemovePrivateTags() (DicomMetadataDeidentifier method) setRemoveThinkingTag() (MedicalVisionLLM method) setRepeatLastN() (MedicalVisionLLM method) setRepeatPenalty() (MedicalVisionLLM method) setResolution() (ImageSkewCorrector method) (ImageToPdf method) (PdfToImage method) setRopeFreqBase() (MedicalVisionLLM method) setRopeFreqScale() (MedicalVisionLLM method) setRopeScalingType() (MedicalVisionLLM method) setRotationAngle() (ImageSkewCorrector method) setSamplers() (MedicalVisionLLM method) setSaveSteps() (VisualDocumentNerLilt method) setScale() (DicomToImageV3 method) (ImageAdaptiveBinarizer method) setScaleBoundingBoxes() (ImageDrawRegions method) setScaleFactor() (DicomDrawRegions method) (DocumentLayoutAnalyzer method) (ImageScaler method) (ImageTextDetectorDit method) setScaleHeightToCol() (ImageDocumentRegionDetector method) (ImageTableDetector method) setScaleWidthToCol() (ImageDocumentRegionDetector method) (ImageTableDetector method) setScoresCol() (ImageToTextV2 method) setScoreThreshold() (DocumentLayoutAnalyzer method) (ImageCheckBoxDetector method) (ImageDocumentRegionDetector method) (ImageHandwrittenDetector method) (ImageLayoutDetector method) (ImageTableDetector method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) setSeed() (MedicalVisionLLM method) setServerAddress() (ImageToTextModelServing method) (ImageToTextWeb method) setServerPath() (ImageToTextModelServing method) (ImageToTextWeb method) setServerPort() (ImageToTextModelServing method) (ImageToTextWeb method) setServerScheme() (ImageToTextModelServing method) (ImageToTextWeb method) setServerToken() (ImageToTextModelServing method) (ImageToTextWeb method) setSizeThreshold() (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorV2 method) setSmoothCoordinates() (PositionFinder method) setSort() (PdfToHocr method) (PdfToText method) setSourceImageHeightCol() (ImageDrawRegions method) setSourceImageWidthCol() (ImageDrawRegions method) setSpaceEncoding() (ImageToTextV2 method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setSpaceWidth() (ImageToTextV2 method) setSplitNumBatch() (DicomSplitter method) (PdfToImage method) setSplitOnNewLines() (PositionFinder method) setSplitPage() (PdfToImage method) (PdfToText method) setSplittingStategy() (DicomSplitter method) (PdfToImage method) setStartTokenId() (ImageToTextV2 method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setStopStrings() (MedicalVisionLLM method) setStoreSplittedPdf() (PdfToHocr method) (PdfToText method) setStrategyFile() (DicomMetadataDeidentifier method) (DicomToMetadata method) setStride() (VisualDocumentNerLilt method) setStrip() (ImageCellsToTextTable method) setSystemPrompt() (ImageToTextModelServing method) (ImageToTextWeb method) (MedicalVisionLLM method) setTagCleanedCol() (DicomMetadataDeidentifier method) setTagCol() (DicomToMetadata method) setTagMappingCol() (DicomMetadataDeidentifier method) (DicomToMetadata method) setTaskEndMarker() (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setTaskParallelism() (ImageToTextV2 method) setTaskStartMarker() (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) setTemperature() (MedicalVisionLLM method) setTextCol() (ImageBrandsToText method) setTextStripper() (PdfToHocr method) (PdfToText method) setTextThreshold() (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorV2 method) setTfsZ() (MedicalVisionLLM method) setThreshold() (ImageBinarizer method) (ImageHomogenizeLight method) setThresholdMap() (ImageLayoutDetector method) setTileGridSize() (ImageEnhanceContrast method) setTokenBias() (MedicalVisionLLM method) setTokenIdBias() (MedicalVisionLLM method) setTokenizerType() (BrosHocrTokenizer method) (HocrTokenizer method) setTopK() (MedicalVisionLLM method) setTopP() (MedicalVisionLLM method) setTrainBatchSize() (VisualDocumentClassifierV3 method) (VisualDocumentNerLilt method) setTrainEpochs() (VisualDocumentClassifierV3 method) setTruncateInput() (Base64ToBinary method) (Base64ToImage method) setTypicalP() (MedicalVisionLLM method) setup_for_distributed() (in module sparkocr.transformers.visual_encoder_decoder.utils) setup_logging() (in module sparkocr.utils.svs.phi_redaction) setUseCaching() (ImageToTextV2 method) (VisualQuestionAnsweringPix2Struct method) setUseCellsCol() (HocrToTextTable method) setUseChatTemplate() (MedicalVisionLLM method) setUseContrastTextColor() (ImageDrawRegions method) setUseFullyQualifiedName() (PdfToForm method) setUseGPU() (ImageInpainting method) (ImageLayoutDetector method) (ImageTextDetectorCraft method) (ImageTextDetectorV2 method) (ImageToTextV2 method) (ImageToTextV4 method) (VisualQuestionAnsweringPix2Struct method) setUseInputImageDims() (ImageTextDetectorCraft method) setUseMlock() (MedicalVisionLLM method) setUseMmap() (MedicalVisionLLM method) setUsePandasUdf() (ImageTextDetectorV2 method) setUserSeed() (DicomMetadataDeidentifier method) setUseTess4j() (HasOcr method) (HocrToTextTable method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageLayoutAnalyzer method) (ImageToHocr method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (VisualDocumentProcessor method) setValuePattern() (FormRelationExtractor method) setVocabulary() (BrosHocrTokenizer method) (VisualDocumentClassifierLilt method) (VisualDocumentNerLilt method) (VisualQuestionAnsweringPix2Struct method) setVocabularyFile() (BrosHocrTokenizer method) (ImageToTextV4 method) (VisualDocumentNerLilt method) setWhiteList() (RegionsFilterer method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) setWidth() (ImageAdaptiveBinarizer method) (ImageInpainting method) (ImageScaler method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorV2 method) (ImageToTextV2 method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) setWidthCol() (ImageScaler method) setWithRefiner() (ImageTextDetectorCraft method) (ImageTextDetectorV2 method) setWithSpaces() (ImageToText method) setYarnAttnFactor() (MedicalVisionLLM method) setYarnBetaFast() (MedicalVisionLLM method) setYarnBetaSlow() (MedicalVisionLLM method) setYarnExtFactor() (MedicalVisionLLM method) setYarnOrigCtx() (MedicalVisionLLM method) shape (FileSequence attribute), [1] (TiffPage attribute), [1] (TiffPageSeries attribute), [1] shaped (TiffPage attribute), [1] shaped_metadata() (TiffFile method) share_memory() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) shift_age_randomly() (Obfuscator method) shift_date_or_time_fixed() (Obfuscator method) shift_date_or_time_random() (Obfuscator method) shift_date_time_days() (Obfuscator method) shift_past_unix_timestamp() (Obfuscator method) shouldOverwrite (ImageInpainting attribute) (ImageInpaintingWriter attribute) (ImageTextDetectorV2 attribute) (ImageTextDetectorV2Writer attribute) show_config() (AnonymizationPipelineBuilder method) showAvailableAnnotators() (OcrResourceDownloader static method) showPublicModels() (OcrResourceDownloader static method) showPublicPipelines() (OcrResourceDownloader static method) showUnCategorizedResources() (OcrResourceDownloader static method) sienna (Color attribute) sigmoid (FFCSE_block attribute) silver (Color attribute) SIMPLE (TokenizerType attribute) SINGH (AdaptiveThresholdingMethod attribute) singh_threshold() (in module sparkocr.utils), [1], [2] SINGLE_BLOCK (PageSegmentationMode attribute) SINGLE_BLOCK_VERT_TEXT (PageSegmentationMode attribute) SINGLE_CHAR (PageSegmentationMode attribute) SINGLE_COLUMN (PageSegmentationMode attribute) SINGLE_LINE (PageSegmentationMode attribute) SINGLE_WORD (PageSegmentationMode attribute) sis_metadata() (TiffFile method) size (display_pdf_file attribute) (FileHandle attribute) (MixedDataset attribute) (OpenFileCache attribute) sizeThreshold (ImageTextCleaner attribute) (ImageTextDetectorCraft attribute) (ImageTextDetectorV2 attribute) skyblue (Color attribute) slateblue (Color attribute) slategray (Color attribute) slice1 (vgg16_bn attribute) slice2 (vgg16_bn attribute) slice3 (vgg16_bn attribute) slice4 (vgg16_bn attribute) slice5 (vgg16_bn attribute) smoothCoordinates (PositionFinder attribute) SmoothedValue (class in sparkocr.transformers.visual_encoder_decoder.utils) smoothing (Dit attribute) snipstr() (in module sparkocr.utils.svs.tiffparser) snow (Color attribute) software (TiffPage attribute) sort (PdfToHocr attribute) (PdfToText attribute) sort_json_key (MixedDataset attribute) sourceImageHeightCol (ImageDrawRegions attribute) sourceImageWidthCol (ImageDrawRegions attribute) SPA (Language attribute) spaceEncoding (ImageToTextV2 attribute) (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) spaceWidth (ImageToTextV2 attribute) spark (FunsdReader attribute) (IAMReader attribute) (SROIEReader attribute) (TACDReader attribute) spark32 (in module sparkocr) spark_version (in module sparkocr) spark_version() (DocVQA method) sparkocr module, [1], [2] sparkocr.aws module sparkocr.aws.lambda_function module sparkocr.base module sparkocr.base.light_pipelines module sparkocr.databricks module sparkocr.enums module sparkocr.eval_hunyuan module sparkocr.eval_hunyuan_funsd module sparkocr.internal module sparkocr.metrics module sparkocr.optimized module sparkocr.pretrained module sparkocr.pretrained.anonymization_pipeline_builder module sparkocr.pretrained.dicom_pretrained_pipeline module sparkocr.pretrained.pretrained_pipeline module sparkocr.schemas module sparkocr.tests module sparkocr.tests.conftest module sparkocr.tests.ocr module sparkocr.tests.ocr.eval module sparkocr.tests.ocr.eval.icdar module sparkocr.tests.ocr.eval.icdar.icdar_table_extractor module sparkocr.tests.ocr.pipelines module sparkocr.tests.ocr.pipelines.test_pdf module sparkocr.tests.ocr.test_start module sparkocr.tests.ocr.transformers module sparkocr.tests.ocr.transformers.annotators module sparkocr.tests.ocr.transformers.annotators.test_form_relation_extractor module sparkocr.tests.ocr.transformers.annotators.test_geo_relation_extractor module sparkocr.tests.ocr.transformers.detectors module sparkocr.tests.ocr.transformers.detectors.test_image_checkbox_detector module sparkocr.tests.ocr.transformers.detectors.test_image_document_region_detector module sparkocr.tests.ocr.transformers.detectors.test_image_layout_analyzer_dit module sparkocr.tests.ocr.transformers.detectors.test_image_layout_detector module sparkocr.tests.ocr.transformers.detectors.test_image_text_detector module sparkocr.tests.ocr.transformers.detectors.test_image_text_detector_craft module sparkocr.tests.ocr.transformers.detectors.test_image_text_detector_v2 module sparkocr.tests.ocr.transformers.dicom module sparkocr.tests.ocr.transformers.dicom.test_dicom_deidentifier module sparkocr.tests.ocr.transformers.dicom.test_dicom_draw_regions module sparkocr.tests.ocr.transformers.dicom.test_dicom_metadata_deidentifier module sparkocr.tests.ocr.transformers.dicom.test_dicom_splitter module sparkocr.tests.ocr.transformers.dicom.test_dicom_to_image_v2 module sparkocr.tests.ocr.transformers.dicom.test_dicom_to_image_v3 module sparkocr.tests.ocr.transformers.dicom.test_dicom_to_metadata module sparkocr.tests.ocr.transformers.dicom.test_dicom_to_pdf module sparkocr.tests.ocr.transformers.dicom.test_dicom_update_pdf module sparkocr.tests.ocr.transformers.embeddings module sparkocr.tests.ocr.transformers.embeddings.test_vit_image_embeddings module sparkocr.tests.ocr.transformers.inpainting module sparkocr.tests.ocr.transformers.inpainting.test_image_inpainting module sparkocr.tests.ocr.transformers.ner module sparkocr.tests.ocr.transformers.ner.test_hocr_to_features module sparkocr.tests.ocr.transformers.ner.test_visual_document_ner module sparkocr.tests.ocr.transformers.ner.test_visual_document_ner_geo module sparkocr.tests.ocr.transformers.ner.test_visual_document_ner_layoutlm_v1 module sparkocr.tests.ocr.transformers.ner.test_visual_document_ner_lilt module sparkocr.tests.ocr.transformers.readers module sparkocr.tests.ocr.transformers.readers.test_alab_readers module sparkocr.tests.ocr.transformers.recognizers module sparkocr.tests.ocr.transformers.recognizers.test_image_to_text_v2 module sparkocr.tests.ocr.transformers.recognizers.test_image_to_text_v3 module sparkocr.tests.ocr.transformers.recognizers.test_image_to_text_v4 module sparkocr.tests.ocr.transformers.test_binary_to_image module sparkocr.tests.ocr.transformers.test_datasetreader module sparkocr.tests.ocr.transformers.test_dicom_metadata_obfuscator module sparkocr.tests.ocr.transformers.test_dicom_to_image module sparkocr.tests.ocr.transformers.test_display_table module sparkocr.tests.ocr.transformers.test_doc_to_pdf module sparkocr.tests.ocr.transformers.test_doc_to_text module sparkocr.tests.ocr.transformers.test_doc_to_text_table module sparkocr.tests.ocr.transformers.test_document_coordinates_to_text module sparkocr.tests.ocr.transformers.test_foundationone_parser module sparkocr.tests.ocr.transformers.test_hocr_merger module sparkocr.tests.ocr.transformers.test_hocr_to_image module sparkocr.tests.ocr.transformers.test_hocr_to_text_table module sparkocr.tests.ocr.transformers.test_image_adaptive_binarizer module sparkocr.tests.ocr.transformers.test_image_adaptive_thresholding module sparkocr.tests.ocr.transformers.test_image_binarizer module sparkocr.tests.ocr.transformers.test_image_brands_ocr module sparkocr.tests.ocr.transformers.test_image_cells_to_text_table module sparkocr.tests.ocr.transformers.test_image_cropper module sparkocr.tests.ocr.transformers.test_image_draw_annotations module sparkocr.tests.ocr.transformers.test_image_draw_regions module sparkocr.tests.ocr.transformers.test_image_erosion module sparkocr.tests.ocr.transformers.test_image_gpu_transform module sparkocr.tests.ocr.transformers.test_image_handwritten_text_recognizer module sparkocr.tests.ocr.transformers.test_image_layout_analyzer module sparkocr.tests.ocr.transformers.test_image_morphology_operation module sparkocr.tests.ocr.transformers.test_image_noise_scorer module sparkocr.tests.ocr.transformers.test_image_regions_merger module sparkocr.tests.ocr.transformers.test_image_remove_objects module sparkocr.tests.ocr.transformers.test_image_schema_converter module sparkocr.tests.ocr.transformers.test_image_signature_detector module sparkocr.tests.ocr.transformers.test_image_skew_corrector module sparkocr.tests.ocr.transformers.test_image_split_regions module sparkocr.tests.ocr.transformers.test_image_table_cells_detector module sparkocr.tests.ocr.transformers.test_image_table_detector module sparkocr.tests.ocr.transformers.test_image_text_cleaner module sparkocr.tests.ocr.transformers.test_image_to_dicom module sparkocr.tests.ocr.transformers.test_image_to_hocr module sparkocr.tests.ocr.transformers.test_image_to_pdf module sparkocr.tests.ocr.transformers.test_image_to_text module sparkocr.tests.ocr.transformers.test_image_transformer module sparkocr.tests.ocr.transformers.test_ner_output_cleaner module sparkocr.tests.ocr.transformers.test_ocr_resource_downloader module sparkocr.tests.ocr.transformers.test_pdf_assembler module sparkocr.tests.ocr.transformers.test_pdf_draw_regions module sparkocr.tests.ocr.transformers.test_pdf_to_form module sparkocr.tests.ocr.transformers.test_pdf_to_hocr module sparkocr.tests.ocr.transformers.test_pdf_to_image module sparkocr.tests.ocr.transformers.test_pdf_to_text module sparkocr.tests.ocr.transformers.test_pdf_to_text_table module sparkocr.tests.ocr.transformers.test_position_finder module sparkocr.tests.ocr.transformers.test_ppt_to_pdf module sparkocr.tests.ocr.transformers.test_ppt_to_text_table module sparkocr.tests.ocr.transformers.test_text_to_pdf module sparkocr.tests.ocr.transformers.test_update_text_position module sparkocr.tests.ocr.transformers.test_visual_document_classifier module sparkocr.tests.ocr.transformers.test_visual_document_classifier_lilt module sparkocr.tests.ocr.transformers.test_visual_document_classifier_v3 module sparkocr.tests.ocr.transformers.test_visual_document_processor module sparkocr.tests.ocr.transformers.test_visual_question_answering module sparkocr.tests.ocr.transformers.tokenizer module sparkocr.tests.ocr.transformers.tokenizer.test_hocr_tokenizer module sparkocr.tests.ocr.utils module sparkocr.transformers module sparkocr.transformers.annotators module sparkocr.transformers.annotators.form_relation_extractor module sparkocr.transformers.annotators.geo_relation_extractor module sparkocr.transformers.base64_to_binary module sparkocr.transformers.base64_to_image module sparkocr.transformers.binary_to_image module sparkocr.transformers.chart_to_text_table module sparkocr.transformers.dataset_reader module sparkocr.transformers.detectors module sparkocr.transformers.detectors.document_layout_analyzer module sparkocr.transformers.detectors.image_checkbox_detector module sparkocr.transformers.detectors.image_document_region_detector module sparkocr.transformers.detectors.image_layout_detector module sparkocr.transformers.detectors.image_text_detector module sparkocr.transformers.detectors.image_text_detector_craft module sparkocr.transformers.detectors.image_text_detector_dit module sparkocr.transformers.detectors.image_text_detector_v2 module sparkocr.transformers.dicom module sparkocr.transformers.dicom.base_dicom module sparkocr.transformers.dicom.dicom_deidentifier module sparkocr.transformers.dicom.dicom_draw_regions module sparkocr.transformers.dicom.dicom_metadata_deidentifier module sparkocr.transformers.dicom.dicom_splitter module sparkocr.transformers.dicom.dicom_to_image_v2 module sparkocr.transformers.dicom.dicom_to_image_v3 module sparkocr.transformers.dicom.dicom_to_metadata module sparkocr.transformers.dicom.dicom_to_pdf module sparkocr.transformers.dicom.dicom_update_pdf module sparkocr.transformers.dicom_to_image module sparkocr.transformers.doc_to_pdf module sparkocr.transformers.doc_to_text module sparkocr.transformers.doc_to_text_table module sparkocr.transformers.document_coordinates_to_text module sparkocr.transformers.embeddings module sparkocr.transformers.embeddings.vit_image_embeddings module sparkocr.transformers.extended_java_wrapper module sparkocr.transformers.foundationone_parser module sparkocr.transformers.hocr_merger module sparkocr.transformers.hocr_to_image module sparkocr.transformers.hocr_to_text_table module sparkocr.transformers.image_adaptive_binarizer module sparkocr.transformers.image_adaptive_scaler module sparkocr.transformers.image_adaptive_thresholding module sparkocr.transformers.image_base_transformer module sparkocr.transformers.image_binarizer module sparkocr.transformers.image_brands_ocr module sparkocr.transformers.image_cells_to_text_table module sparkocr.transformers.image_cropper module sparkocr.transformers.image_draw_annotations module sparkocr.transformers.image_draw_regions module sparkocr.transformers.image_enhance_contrast module sparkocr.transformers.image_erosion module sparkocr.transformers.image_gpu_transform module sparkocr.transformers.image_handwritten_detector module sparkocr.transformers.image_handwritten_text_recognizer module sparkocr.transformers.image_homogenize_light module sparkocr.transformers.image_layout_analyzer module sparkocr.transformers.image_morphology_operartion1 module sparkocr.transformers.image_morphology_operation module sparkocr.transformers.image_noise_scorer module sparkocr.transformers.image_remove_background module sparkocr.transformers.image_remove_glare module sparkocr.transformers.image_remove_objects module sparkocr.transformers.image_scaler module sparkocr.transformers.image_schema_converter module sparkocr.transformers.image_skew_corrector module sparkocr.transformers.image_split_regions module sparkocr.transformers.image_table_cell_detector module sparkocr.transformers.image_table_detector module sparkocr.transformers.image_text_cleaner module sparkocr.transformers.image_to_dicom module sparkocr.transformers.image_to_hocr module sparkocr.transformers.image_to_text module sparkocr.transformers.image_transformer module sparkocr.transformers.inpainting module sparkocr.transformers.inpainting.image_inpainting module sparkocr.transformers.medical_vision_llm module sparkocr.transformers.ner module sparkocr.transformers.ner.hocr_to_features module sparkocr.transformers.ner.visual_document_ner module sparkocr.transformers.ner.visual_document_ner_geo module sparkocr.transformers.ner.visual_document_ner_layoutlm_v1 module sparkocr.transformers.ner.visual_document_ner_lilt module sparkocr.transformers.ner_output_cleaner module sparkocr.transformers.ocr_resource_downloader module sparkocr.transformers.params module sparkocr.transformers.pdf module sparkocr.transformers.pdf.image_to_pdf module sparkocr.transformers.pdf.image_to_text_pdf module sparkocr.transformers.pdf.pdf_assembler module sparkocr.transformers.pdf.pdf_draw_regions module sparkocr.transformers.pdf.pdf_to_form module sparkocr.transformers.pdf.pdf_to_hocr module sparkocr.transformers.pdf.pdf_to_image module sparkocr.transformers.pdf.pdf_to_text module sparkocr.transformers.pdf.pdf_to_text_table module sparkocr.transformers.pdf.text_to_pdf module sparkocr.transformers.position_finder module sparkocr.transformers.ppt_to_pdf module sparkocr.transformers.ppt_to_text_table module sparkocr.transformers.readers module sparkocr.transformers.readers.alab_readers module sparkocr.transformers.readers.docvqa_reader module sparkocr.transformers.readers.funsd_reader module sparkocr.transformers.readers.iam_reader module sparkocr.transformers.readers.mixed_iterator module sparkocr.transformers.readers.rvlcdip_reader module sparkocr.transformers.readers.sroie_reader module sparkocr.transformers.readers.tacd_reader module sparkocr.transformers.recognizers module sparkocr.transformers.recognizers.image_to_text_modelserving module sparkocr.transformers.recognizers.image_to_text_v2 module sparkocr.transformers.recognizers.image_to_text_v3 module sparkocr.transformers.recognizers.image_to_text_v4 module sparkocr.transformers.recognizers.image_to_text_web module sparkocr.transformers.regions_filterer module sparkocr.transformers.regions_merger module sparkocr.transformers.tokenizer module sparkocr.transformers.tokenizer.bros_hocr_tokenizer module sparkocr.transformers.tokenizer.hocr_document_assembler module sparkocr.transformers.tokenizer.hocr_tokenizer module sparkocr.transformers.update_text_position module sparkocr.transformers.visual_document_classifier module sparkocr.transformers.visual_document_classifier_lilt module sparkocr.transformers.visual_document_classifier_v3 module sparkocr.transformers.visual_document_processor module sparkocr.transformers.visual_encoder_decoder module sparkocr.transformers.visual_encoder_decoder.Dit module sparkocr.transformers.visual_encoder_decoder.engine_for_finetuning module sparkocr.transformers.visual_encoder_decoder.Lilt module sparkocr.transformers.visual_encoder_decoder.optim_factory module sparkocr.transformers.visual_encoder_decoder.utils module sparkocr.transformers.visual_question_answering module sparkocr.transformers.vqa module sparkocr.transformers.vqa.visual_question_answering_donut module sparkocr.transformers.vqa.visual_question_answering_pix2struct module sparkocr.utils module, [1], [2] sparkocr.utils.compat_pkg module sparkocr.utils.craft module sparkocr.utils.craft.craft_utils module sparkocr.utils.craft.file_utils module sparkocr.utils.craft.image_utils module sparkocr.utils.craft.models module sparkocr.utils.craft.models.basenet module sparkocr.utils.craft.models.basenet.vgg16_bn module sparkocr.utils.craft.models.craftnet module sparkocr.utils.craft.models.refinenet module sparkocr.utils.craft.predict module sparkocr.utils.craft.torch_utils module sparkocr.utils.helpers module sparkocr.utils.hocr_renderer module sparkocr.utils.inpainting module sparkocr.utils.rectangle module sparkocr.utils.seqeval module sparkocr.utils.svs module sparkocr.utils.svs.phi_cleaning module sparkocr.utils.svs.phi_redaction module sparkocr.utils.svs.remove-phi module sparkocr.utils.svs.tiffparser module sparkocr.utils.svs.tile_extraction module sparkocr.utils.torchutils module SPARSE_TEXT (PageSegmentationMode attribute) SPARSE_TEXT_OSD (PageSegmentationMode attribute) spatial_scale_factor (FourierUnit attribute) spatial_scale_mode (FourierUnit attribute) spectral_pos_encoding (FourierUnit attribute) SpectralTransform (class in sparkocr.utils.inpainting) split (MixedDataset attribute) split_bylen() (in module sparkocr.utils), [1], [2] split_dir (in module sparkocr.eval_hunyuan_funsd) splitNumBatch (DicomSplitter attribute) (DicomToMetadata attribute) (PdfToImage attribute) splitOnNewLines (PositionFinder attribute) splitPage (PdfToImage attribute) (PdfToText attribute) splittingStategy (DicomSplitter attribute) (DicomToMetadata attribute) (PdfToImage attribute) SplittingStrategy (class in sparkocr.enums) springgreen (Color attribute) SQUARE (KernelShape attribute) squeeze_axes() (in module sparkocr.utils.svs.tiffparser) sroie_reader() (SROIEReader static method) SROIE_TEST (SROIEReader attribute) SROIE_TRAIN (SROIEReader attribute) SROIEReader (class in sparkocr.transformers.readers.sroie_reader) stack_pages() (in module sparkocr.utils.svs.tiffparser) stage_config (AnonymizationPipelineBuilder attribute) STAR (KernelShape attribute) start() (in module sparkocr), [1], [2] startTokenId (ImageToTextV2 attribute) (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) state_dict() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (NativeScalerWithGradNormCount method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) state_dict_key (NativeScalerWithGradNormCount attribute) steelblue (Color attribute) step (TensorboardLogger attribute) stk_description_metadata() (in module sparkocr.utils.svs.tiffparser) stk_metadata() (TiffFile method) stopStrings (MedicalVisionLLM attribute) storeSplittedPdf (PdfToText attribute) strategyFileContent (DicomMetadataDeidentifier attribute) (DicomToMetadata attribute) stride (FFC attribute) STRIDE (FrameSamplingStrategy attribute) stride (LiltNerDatasetIterable attribute) (SpectralTransform attribute) (VisualDocumentNerLilt attribute) strip (ImageCellsToTextTable attribute) stripascii() (in module sparkocr.utils.svs.tiffparser) stripnull() (in module sparkocr.utils.svs.tiffparser) subfiletype (TiffPage attribute) supports_lp() (PretrainedPipeline method) svs_description_metadata() (in module sparkocr.utils.svs.tiffparser) svs_to_tiles() (in module sparkocr.utils.svs.tile_extraction) SYMBOL (PageIteratorLevel attribute) synchronize_between_processes() (MetricLogger method) (SmoothedValue method) systemPrompt (ImageToTextModelServing attribute) (ImageToTextWeb attribute) (MedicalVisionLLM attribute) T T_destination (ConcatTupleLayer attribute) (CraftNet attribute) (double_conv attribute) (FFC attribute) (FFC_BN_ACT attribute) (FFCResnetBlock attribute) (FFCResNetGenerator attribute) (FFCSE_block attribute) (FourierUnit attribute) (LearnableSpatialTransformWrapper attribute) (RefineNet attribute) (SELayer attribute) (SpectralTransform attribute) (vgg16_bn attribute) TABLE (TableOutputFormat attribute) tableContainerSchema (in module sparkocr.schemas) TableOutputFormat (class in sparkocr.enums) tacd_reader() (TACDReader static method) TACDReader (class in sparkocr.transformers.readers.tacd_reader) TAG_ATTRIBUTES() (TIFF method) TAG_ENUM() (TIFF method) TAG_READERS() (TIFF method) TAG_TUPLE() (TIFF method) tagCleaned (DicomMetadataDeidentifier attribute) tagCol (DicomToMetadata attribute) tagMapping (DicomMetadataDeidentifier attribute) tagMappingCol (DicomToMetadata attribute) tags (TiffPage attribute) TAGS() (TIFF method) tan (Color attribute) target_dir (FunsdReader attribute) (IAMReader attribute) (SROIEReader attribute) (TACDReader attribute) target_key (PandasDataset attribute) task (AnonymizationPipelineBuilder attribute) task_start_token (MixedDataset attribute) taskEndMarker (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) taskParallelism (ImageToTextV2 attribute) taskStartMarker (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) teal (Color attribute) teardown_method() (TestPdfOcrPipeline method) tell() (FileHandle method) temperature (MedicalVisionLLM attribute) templates (HocrRenderer attribute) TensorboardLogger (class in sparkocr.transformers.visual_encoder_decoder.utils) TESSERACT (VisualDocumentProcessorOcrEngines attribute) TESSERACT_LSTM_COMBINED (EngineMode attribute) TESSERACT_ONLY (EngineMode attribute) TESSERACTCLI (VisualDocumentProcessorOcrEngines attribute) test_Age_Obfuscator() (TestDicomMetadataDeidentifier method) test_all_clean_tag_action_with_deid_options() (TestDicomMetadataDeidentifier method) test_all_clean_tag_action_with_mask_options() (TestDicomMetadataDeidentifier method) test_all_clean_tag_action_with_remove_options() (TestDicomMetadataDeidentifier method) test_all_delete_actions() (TestDicomMetadataDeidentifier method) test_all_ensureTagExists_actions() (TestDicomMetadataDeidentifier method) test_all_photometric_compression_raw_vs_image() (TestDicomToImageV3 method) test_all_photometric_non_compression_raw_vs_image() (TestDicomToImageV3 method) test_all_remove_actions() (TestDicomMetadataDeidentifier method) test_assembler_to_internal() (TestImageSchemaConverter method) test_base_skew_corrector() (TestImageSkewCorrector method) test_basic_lp module test_basic_lp() (TestLightPipeline method) test_batch_image_to_formatted_text() (TestImageToTextV2 method) test_batch_image_to_hocr() (TestImageToTextV2 method) test_binary_input_lp() (TestLightPipeline method) test_binary_to_image() (TestBinaryToImage method) test_binary_to_jpeg2k_image() (TestBinaryToImage method) test_binary_to_tiff_image() (TestBinaryToImage method) test_cell_detector_contours() (TestImageTableCellDetector method) test_cell_detector_cut_header() (TestImageTableCellDetector method) test_cell_detector_morphops_default_params() (TestImageTableCellDetector method) test_cell_detector_morphops_params_dict() (TestImageTableCellDetector method) test_cell_detector_morphops_params_str() (TestImageTableCellDetector method) test_classify_document() (TestVisualDocumentClassifier method) test_cleanTag_action_phi_modes_cleaning() (TestDicomMetadataDeidentifier method) test_Date_Obfuscator() (TestDicomMetadataDeidentifier method) test_DateTime_Obfuscator() (TestDicomMetadataDeidentifier method) test_DeflatedExplicitVRLittleEndian_non_compression() (TestDicomDrawRegions method) test_deidentified_metadata_dicom_to_image() (TestDicomToImage method) test_dicom_all_sub_sampling() (TestDicomToImageV3 method) test_dicom_basic_obfuscator() (TestDicomMetadataDeidentifier method) (TestDicomMetadataObfuscator method) test_dicom_deidentifier() (TestDicomDeidentifier method) test_dicom_to_image() (TestDicomToImage method) (TestDicomToImageV2 method) (TestDicomToImageV3 method) test_dicom_to_image_with_splitter() (TestDicomToImageV2 method) test_dicom_to_metadata() (TestDicomToMetadata method) test_dicom_to_metadata_s3() (TestDicomToMetadata method) test_dicom_to_pdf() (TestDicomToPdf method) test_dicom_update_pdf() (TestDicomUpdatePdf method) test_dicom_with_compressed_image_assembler() (TestDicomToImageV3 method) test_dicom_with_non_compressed_image_assembler() (TestDicomToImageV3 method) test_display() (TestDisplayTables method) test_display_empty() (TestDisplayTables method) test_download_model() (TestOcrResourceDownloader method) test_draw_regions() (TestPdfDrawRegions method) test_DrawRegions() (TestDicomDrawRegions method) test_empty_coordinates_returns_original_throws_warning() (TestDicomDrawRegions method) test_empty_metadata() (TestDicomToMetadata method) test_empty_regions_from_v1_detector_throws_no_region_exception() (TestDicomDrawRegions method) test_empty_regions_from_v2_detector_throws_no_region_exception() (TestDicomDrawRegions method) test_exception_thrown_empty_annotation() (TestImageDrawRegions method) test_exception_thrown_empty_coordinates() (TestImageDrawRegions method) test_ExplicitVRBigEndian_non_compression() (TestDicomDrawRegions method) test_ExplicitVRLittleEndian_non_compression() (TestDicomDrawRegions method) test_exsistence_of_path_column() (TestDicomMetadataDeidentifier method) test_extract_acro_form() (TestPdfToForm method) test_file_dialog() (in module sparkocr.utils.svs.phi_cleaning) test_filter_prediction_classes() (TestImageLayoutDetector method) test_fixed_number_partition() (TestDicomSplitter method) test_fixed_size_partition() (TestDicomSplitter method) test_for_display() (TestImageDrawRegions method) test_format_exception_from_traceback() (TestDicomDrawRegions method) test_frame_extraction_with_0_sub_sampling_enabled() (TestDicomToImageV3 method) test_handling_non_existent_model() (TestOcrResourceDownloader method) test_hocr_merger() (TestHocrMerger method) test_hocr_to_image() (TestHocrToImage method) test_hocr_to_text_table_using_cells() (TestHocrToTextTable method) test_hocr_to_text_table_using_cells_regions() (TestHocrToTextTable method) test_hoct_tokenizzer() (TestHocrTokenizer method) test_hunyan_completions() (TestDocumentCoordinatesToText method) test_image_adaptive_thresholding() (TestImageAdaptiveBinarizer method) (TestImageAdaptiveThresholding method) test_image_adaptive_thresholding_wolf() (TestImageAdaptiveThresholding method) test_image_binarazer() (TestImageBinarizer method) test_image_checkbox_detector_pretrained() (TestImageCheckboxDetector method) test_image_cropper() (TestImageCropper method) test_image_cropper_with_provide_square() (TestImageCropper method) test_image_drops_with_keep_input() (TestDocumentCoordinatesToText method) test_image_erosion() (TestImageErosion method) test_image_gpu_transform() (TestImageGpuOperation method) test_image_handwritten_text_recognizer() (TestImageHandwrittenTextRecognizer method) test_image_layout_analyzer() (TestDocumentLayoutAnalyzer method) test_image_morphology_opening() (TestImageMorphologyOperation method) test_image_noise_scorer() (TestImageNoiseScorer method) test_image_region_detector_pretrained() (TestImageDocumentRegionDetector method) test_image_remove_objects() (TestImageRemoveObjects method) test_image_remove_objects_with_min_font_size() (TestImageRemoveObjects method) test_image_signature_detector() (TestImageSignatureDetector method) test_image_table_detector_apply_correction() (TestImageTableDetector method) test_image_table_detector_apply_scaling() (TestImageTableDetector method) test_image_table_detector_load() (TestImageTableDetector method) test_image_table_detector_loadonnx() (TestImageTableDetector method) test_image_table_detector_pretrained() (TestImageTableDetector method) test_image_table_detector_save() (TestImageTableDetector method) test_image_table_detector_savepipeline() (TestImageTableDetector method) test_image_table_to_text_contours() (TestImageCellsToTextTable method) test_image_table_to_text_csv_output() (TestImageCellsToTextTable method) test_image_table_to_text_morphops() (TestImageCellsToTextTable method) test_image_text_detector() (TestImageTextCleaner method) (TestImageTextDetectorCraft method) (TestImageTextDetectorV2 method) (TestImageToTextV3 method) test_image_text_detector_craft() (TestImageTextDetector method) test_image_text_detector_dit() (TestImageTextDetector method) test_image_text_detector_pandas() (TestImageTextDetectorV2 method) test_image_to_text() (TestImageToHocr method) (TestImageToText method) (TestImageToTextV2 method) test_image_to_text_keep_layout() (TestImageToText method) test_image_to_text_kor() (TestImageToText method) test_image_to_text_v4() (TestImageToTextV4 method) test_image_transform() (TestImageOperation method) test_ImplicitVRLittleEndian_non_compression() (TestDicomDrawRegions method) test_inference() (TestHocrToFeatures method) (TestVisualDocumentNerGeo method), [1] test_internal_to_assembler() (TestImageSchemaConverter method) test_jpeg2000_lossless_compression() (TestDicomDrawRegions method) test_jpeg_12_bit_compression() (TestDicomDrawRegions method) test_jpeg_2000_compression() (TestDicomDrawRegions method) test_jpegls_lossless_compression() (TestDicomDrawRegions method) test_jpegls_near_lossless_compression() (TestDicomDrawRegions method) test_json_reader_v1() (TestAlabReaders method) test_keep_input() (TestDicomMetadataDeidentifier method) test_light_pipeline() (TestLightPipeline method) test_load_dataset() (TestDatasetReader method) test_load_model() (TestImageTextDetectorV2 method) test_load_models() (TestImageToTextV2 method) test_load_preprocessed_dataset() (TestDatasetReader method) test_loading_from_disk() (TestImageTextDetectorCraft method) test_lp_deid_return_image_for_multiple_images() (TestLightPipeline method) test_lp_deid_return_image_for_pdf() (TestLightPipeline method) test_lp_deid_return_image_for_single_image() (TestLightPipeline method) test_lp_deid_return_multiple_pdf() (TestLightPipeline method) test_lp_deid_return_single_pdf() (TestLightPipeline method) test_mapping_cols_existence() (TestDicomMetadataDeidentifier method) test_medtronic_age_generation() (TestDicomMetadataDeidentifier method) test_merge_regions_keeptxt() (TestImageRegionsMerger method) test_merge_regions_mergetocells() (TestImageRegionsMerger method) test_metadata_dicom_to_image() (TestDicomToImage method) test_metadata_image_to_dicom() (TestImageToDicom method) test_model_io_operation() (TestImageInpainting method) test_Name_Obfuscator() (TestDicomMetadataDeidentifier method) test_ner_deidentification() (TestDicomMetadataDeidentifier method) test_new_form_relation_logic() (TestFormRelationExtraction method) test_no_color_serialization() (TestImageDrawRegions method) test_ocr_with_skew_correction() (TestPdfOcrPipeline method) test_onnx_layout_serialization() (TestImageLayoutDetector method) test_openvino_layout_serialization() (TestImageLayoutDetector method) test_PatientID_Obfuscator() (TestDicomMetadataDeidentifier method) test_pdf_assembler() (TestPdfAssembler method) test_pdf_internal_to_assembler() (TestImageSchemaConverter method) test_pdf_to_hocr() (TestPdfToHocr method) test_pdf_to_hocr_nonascii() (TestPdfToHocr method) test_pdf_to_hocr_nonascii_keepencoding() (TestPdfToHocr method) test_pipeline_serialization() (TestPdfToImage method) test_position_finder_serializes_well() (TestPositionFinder method) test_position_finder_throws_exceptions() (TestPositionFinder method) test_ppt_without_split_by_page() (TestPptToPdf method) (TestPptToTextTable method) test_pptx_without_split_by_page() (TestPptToPdf method) (TestPptToTextTable method) test_preprocessing() (TestVisualDocumentClassifierLilt method) test_pretrained() (TestVisualDocumentClassifierLilt method) (TestVisualDocumentClassifierV3 method) test_pretrained_io_operation() (TestImageInpainting method) test_question_answering_donut() (TestVisualQuestionAnswering method) test_question_answering_donut_loadable() (TestVisualQuestionAnswering method) test_question_answering_pix2struct() (TestVisualQuestionAnswering method) test_question_answering_pix2struct_from_pieces() (TestVisualQuestionAnswering method) test_question_answering_pix2struct_loadable() (TestVisualQuestionAnswering method) test_redaction_mixed_obfuscation() (TestImageDrawRegions method) test_regions_from_image_text_detector_v1() (TestDicomDrawRegions method) test_regions_from_image_text_detector_v2() (TestDicomDrawRegions method) test_regions_from_v1() (TestDicomDrawRegions method) test_regions_from_v2_with_no_refiner() (TestDicomDrawRegions method) test_regions_from_v2_with_refiner() (TestDicomDrawRegions method) test_regions_with_confidence() (TestImageToTextV2 method) test_reject_badVR() (TestDicomDrawRegions method) test_reject_dicom_with_no_pixel_data() (TestDicomDrawRegions method) test_remove_all_60_group_tags() (TestDicomMetadataDeidentifier method) test_remove_all_private_tags() (TestDicomMetadataDeidentifier method) test_render_to_pdf() (TestTextToPdf method) test_replaceWithLiteral_VR_Bytes() (TestDicomMetadataDeidentifier method) test_replaceWithLiteral_VR_FD() (TestDicomMetadataDeidentifier method) test_replaceWithLiteral_VR_FL() (TestDicomMetadataDeidentifier method) test_replaceWithLiteral_VR_SL() (TestDicomMetadataDeidentifier method) test_replaceWithLiteral_VR_SS() (TestDicomMetadataDeidentifier method) test_replaceWithLiteral_VR_SV() (TestDicomMetadataDeidentifier method) test_replaceWithLiteral_VR_UL() (TestDicomMetadataDeidentifier method) test_replaceWithLiteral_VR_US() (TestDicomMetadataDeidentifier method) test_replaceWithLiteral_VR_UV() (TestDicomMetadataDeidentifier method) test_rle_compression() (TestDicomDrawRegions method) test_rle_reject_ybr_full_422() (TestDicomDrawRegions method) test_saving_and_loading_pipeline() (TestPdfOcrPipeline method) test_serialization() (TestDocumentCoordinatesToText method) (TestImageSchemaConverter method) test_series_generation() (TestDicomMetadataDeidentifier method) test_should_save_and_load() (TestDocToTextTable method) (TestPdfToTextTable method) (TestPptToTextTable method) test_split_by_page() (TestFindingsParser method) (TestPdfToImage method), [1] (TestPdfToTextTable method) test_split_by_region() (TestImageDrawRegions method) (TestImageLayoutAnalyzer method) test_split_by_region_after_layout_analyzer() (TestImageSplitRegions method) test_split_by_region_after_table_detector() (TestImageSplitRegions method) test_SQ_VR_delete() (TestDicomMetadataDeidentifier method) test_SQ_VR_ensureTagExists() (TestDicomMetadataDeidentifier method) test_SQ_VR_nested_operations() (TestDicomMetadataDeidentifier method) test_SQ_VR_remove() (TestDicomMetadataDeidentifier method) test_SQ_VR_replaceWithLiteral() (TestDicomMetadataDeidentifier method) test_stage_serializes() (TestNerOutputCleaner method) test_start() (TestStart method) test_tesseract_ocr_with_brands() (TestImageBrandsOcr method) test_Time_Obfuscator() (TestDicomMetadataDeidentifier method) test_UID_Obfuscator() (TestDicomMetadataDeidentifier method) test_update_position_render_to_pdf() (TestUpdateTextPosition method) test_using_wildcard_in_colorMap() (TestImageDrawAnnotations method) test_visual_document_ner() (TestVisualDocumentNer method), [1] test_visual_document_ner_lilt_inference() (TestVisualDocumentNerLilt method) test_visual_document_ner_lilt_train() (TestVisualDocumentNerLilt method) test_visual_document_processor() (TestVisualDocumentProcessor method) test_visual_document_processor_docx() (TestVisualDocumentProcessor method) test_visual_document_processor_freeTextOnly() (TestVisualDocumentProcessor method) test_visual_document_processor_html() (TestVisualDocumentProcessor method) test_visual_document_processor_json() (TestVisualDocumentProcessor method) test_visual_document_processor_notformattedtext() (TestVisualDocumentProcessor method) test_visual_document_processor_pdf() (TestVisualDocumentProcessor method) test_visual_document_processor_pptx() (TestVisualDocumentProcessor method) test_visual_document_processor_table() (TestVisualDocumentProcessor method) test_visual_document_processor_tablecvs() (TestVisualDocumentProcessor method) test_visual_document_processor_userapidocr() (TestVisualDocumentProcessor method) test_vit_image_embeddings() (TestVitImageEmbeddings method) test_whole_image_ocr() (TestImageBrandsOcr method) test_with_color_serialization() (TestImageDrawRegions method) test_with_missing_label_in_colorMap() (TestImageDrawAnnotations method) test_with_regions() (TestImageInpainting method) test_with_split_by_page() (TestImageToPdf method) test_without_split_by_page() (TestDocToPdf method) (TestDocToText method) (TestDocToTextTable method) (TestPdfToImage method), [1] (TestPositionFinder method) test_write_mode() (TestImageLayoutDetector method) test_ybr_full_422_8Bit_compression() (TestDicomDrawRegions method) test_ybr_full_422_no_compression() (TestDicomDrawRegions method) TestAlabReaders (class in sparkocr.tests.ocr.transformers.readers.test_alab_readers) TestBinaryToImage (class in sparkocr.tests.ocr.transformers.test_binary_to_image) TestDatasetReader (class in sparkocr.tests.ocr.transformers.test_datasetreader) TestDicomDeidentifier (class in sparkocr.tests.ocr.transformers.dicom.test_dicom_deidentifier) TestDicomDrawRegions (class in sparkocr.tests.ocr.transformers.dicom.test_dicom_draw_regions) TestDicomMetadataDeidentifier (class in sparkocr.tests.ocr.transformers.dicom.test_dicom_metadata_deidentifier) TestDicomMetadataObfuscator (class in sparkocr.tests.ocr.transformers.test_dicom_metadata_obfuscator) TestDicomSplitter (class in sparkocr.tests.ocr.transformers.dicom.test_dicom_splitter) TestDicomToImage (class in sparkocr.tests.ocr.transformers.test_dicom_to_image) TestDicomToImageV2 (class in sparkocr.tests.ocr.transformers.dicom.test_dicom_to_image_v2) TestDicomToImageV3 (class in sparkocr.tests.ocr.transformers.dicom.test_dicom_to_image_v3) TestDicomToMetadata (class in sparkocr.tests.ocr.transformers.dicom.test_dicom_to_metadata) TestDicomToPdf (class in sparkocr.tests.ocr.transformers.dicom.test_dicom_to_pdf) TestDicomUpdatePdf (class in sparkocr.tests.ocr.transformers.dicom.test_dicom_update_pdf) TestDisplayTables (class in sparkocr.tests.ocr.transformers.test_display_table) TestDocToPdf (class in sparkocr.tests.ocr.transformers.test_doc_to_pdf) TestDocToText (class in sparkocr.tests.ocr.transformers.test_doc_to_text) TestDocToTextTable (class in sparkocr.tests.ocr.transformers.test_doc_to_text_table) TestDocumentCoordinatesToText (class in sparkocr.tests.ocr.transformers.test_document_coordinates_to_text) TestDocumentLayoutAnalyzer (class in sparkocr.tests.ocr.transformers.detectors.test_image_layout_analyzer_dit) TestFindingsParser (class in sparkocr.tests.ocr.transformers.test_foundationone_parser) TestFormRelationExtraction (class in sparkocr.tests.ocr.transformers.annotators.test_form_relation_extractor) TestHocrMerger (class in sparkocr.tests.ocr.transformers.test_hocr_merger) TestHocrToFeatures (class in sparkocr.tests.ocr.transformers.ner.test_hocr_to_features) TestHocrToImage (class in sparkocr.tests.ocr.transformers.test_hocr_to_image) TestHocrTokenizer (class in sparkocr.tests.ocr.transformers.tokenizer.test_hocr_tokenizer) TestHocrToTextTable (class in sparkocr.tests.ocr.transformers.test_hocr_to_text_table) TestImageAdaptiveBinarizer (class in sparkocr.tests.ocr.transformers.test_image_adaptive_binarizer) TestImageAdaptiveThresholding (class in sparkocr.tests.ocr.transformers.test_image_adaptive_thresholding) TestImageBinarizer (class in sparkocr.tests.ocr.transformers.test_image_binarizer) TestImageBrandsOcr (class in sparkocr.tests.ocr.transformers.test_image_brands_ocr) TestImageCellsToTextTable (class in sparkocr.tests.ocr.transformers.test_image_cells_to_text_table) TestImageCheckboxDetector (class in sparkocr.tests.ocr.transformers.detectors.test_image_checkbox_detector) TestImageCropper (class in sparkocr.tests.ocr.transformers.test_image_cropper) TestImageDocumentRegionDetector (class in sparkocr.tests.ocr.transformers.detectors.test_image_document_region_detector) TestImageDrawAnnotations (class in sparkocr.tests.ocr.transformers.test_image_draw_annotations) TestImageDrawRegions (class in sparkocr.tests.ocr.transformers.test_image_draw_regions) TestImageErosion (class in sparkocr.tests.ocr.transformers.test_image_erosion) TestImageGpuOperation (class in sparkocr.tests.ocr.transformers.test_image_gpu_transform) TestImageHandwrittenTextRecognizer (class in sparkocr.tests.ocr.transformers.test_image_handwritten_text_recognizer) TestImageInpainting (class in sparkocr.tests.ocr.transformers.inpainting.test_image_inpainting) TestImageLayoutAnalyzer (class in sparkocr.tests.ocr.transformers.test_image_layout_analyzer) TestImageLayoutDetector (class in sparkocr.tests.ocr.transformers.detectors.test_image_layout_detector) TestImageMorphologyOperation (class in sparkocr.tests.ocr.transformers.test_image_morphology_operation) TestImageNoiseScorer (class in sparkocr.tests.ocr.transformers.test_image_noise_scorer) TestImageOperation (class in sparkocr.tests.ocr.transformers.test_image_transformer) TestImageRegionsMerger (class in sparkocr.tests.ocr.transformers.test_image_regions_merger) TestImageRemoveObjects (class in sparkocr.tests.ocr.transformers.test_image_remove_objects) TestImageSchemaConverter (class in sparkocr.tests.ocr.transformers.test_image_schema_converter) TestImageSignatureDetector (class in sparkocr.tests.ocr.transformers.test_image_signature_detector) TestImageSkewCorrector (class in sparkocr.tests.ocr.transformers.test_image_skew_corrector) TestImageSplitRegions (class in sparkocr.tests.ocr.transformers.test_image_split_regions) TestImageTableCellDetector (class in sparkocr.tests.ocr.transformers.test_image_table_cells_detector) TestImageTableDetector (class in sparkocr.tests.ocr.transformers.test_image_table_detector) TestImageTextCleaner (class in sparkocr.tests.ocr.transformers.test_image_text_cleaner) TestImageTextDetector (class in sparkocr.tests.ocr.transformers.detectors.test_image_text_detector) TestImageTextDetectorCraft (class in sparkocr.tests.ocr.transformers.detectors.test_image_text_detector_craft) TestImageTextDetectorV2 (class in sparkocr.tests.ocr.transformers.detectors.test_image_text_detector_v2) TestImageToDicom (class in sparkocr.tests.ocr.transformers.test_image_to_dicom) TestImageToHocr (class in sparkocr.tests.ocr.transformers.test_image_to_hocr) TestImageToPdf (class in sparkocr.tests.ocr.transformers.test_image_to_pdf) TestImageToText (class in sparkocr.tests.ocr.transformers.test_image_to_text) TestImageToTextV2 (class in sparkocr.tests.ocr.transformers.recognizers.test_image_to_text_v2) TestImageToTextV3 (class in sparkocr.tests.ocr.transformers.recognizers.test_image_to_text_v3) TestImageToTextV4 (class in sparkocr.tests.ocr.transformers.recognizers.test_image_to_text_v4) TestLightPipeline (class in test_basic_lp) TestNerOutputCleaner (class in sparkocr.tests.ocr.transformers.test_ner_output_cleaner) TestOcrResourceDownloader (class in sparkocr.tests.ocr.transformers.test_ocr_resource_downloader) TestPdfAssembler (class in sparkocr.tests.ocr.transformers.test_pdf_assembler) TestPdfDrawRegions (class in sparkocr.tests.ocr.transformers.test_pdf_draw_regions) TestPdfOcrPipeline (class in sparkocr.tests.ocr.pipelines.test_pdf) TestPdfToForm (class in sparkocr.tests.ocr.transformers.test_pdf_to_form) TestPdfToHocr (class in sparkocr.tests.ocr.transformers.test_pdf_to_hocr) TestPdfToImage (class in sparkocr.tests.ocr.transformers.test_pdf_to_image) (class in sparkocr.tests.ocr.transformers.test_pdf_to_text) TestPdfToTextTable (class in sparkocr.tests.ocr.transformers.test_pdf_to_text_table) TestPositionFinder (class in sparkocr.tests.ocr.transformers.test_position_finder) TestPptToPdf (class in sparkocr.tests.ocr.transformers.test_ppt_to_pdf) TestPptToTextTable (class in sparkocr.tests.ocr.transformers.test_ppt_to_text_table) TestStart (class in sparkocr.tests.ocr.test_start) TestTextToPdf (class in sparkocr.tests.ocr.transformers.test_text_to_pdf) TestUpdateTextPosition (class in sparkocr.tests.ocr.transformers.test_update_text_position) TestVisualDocumentClassifier (class in sparkocr.tests.ocr.transformers.test_visual_document_classifier) TestVisualDocumentClassifierLilt (class in sparkocr.tests.ocr.transformers.test_visual_document_classifier_lilt) TestVisualDocumentClassifierV3 (class in sparkocr.tests.ocr.transformers.test_visual_document_classifier_v3) TestVisualDocumentNer (class in sparkocr.tests.ocr.transformers.ner.test_visual_document_ner) (class in sparkocr.tests.ocr.transformers.ner.test_visual_document_ner_layoutlm_v1) TestVisualDocumentNerGeo (class in sparkocr.tests.ocr.transformers.annotators.test_geo_relation_extractor) (class in sparkocr.tests.ocr.transformers.ner.test_visual_document_ner_geo) TestVisualDocumentNerLilt (class in sparkocr.tests.ocr.transformers.ner.test_visual_document_ner_lilt) TestVisualDocumentProcessor (class in sparkocr.tests.ocr.transformers.test_visual_document_processor) TestVisualQuestionAnswering (class in sparkocr.tests.ocr.transformers.test_visual_question_answering) TestVitImageEmbeddings (class in sparkocr.tests.ocr.transformers.embeddings.test_vit_image_embeddings) text (Coordinate attribute) TEXT (OcrOutputFormat attribute) text_threshold (Craft attribute) TEXT_WITH_POSITIONS (OcrOutputFormat attribute) textChunkCoordinateType (in module sparkocr.schemas) textCol (ImageBrandsToText attribute) TEXTLINE (PageIteratorLevel attribute) texts (in module sparkocr.eval_hunyuan) textStripper (PdfToHocr attribute) (PdfToText attribute) TextStripperType (class in sparkocr.enums) textThreshold (ImageTextCleaner attribute) (ImageTextDetectorCraft attribute) (ImageTextDetectorV2 attribute) TextToPdf (class in sparkocr.transformers.pdf.text_to_pdf) tfsZ (MedicalVisionLLM attribute) thistle (Color attribute) THRESHHOLD() (TIFF method) threshold (ImageBinarizer attribute) (ImageHomogenizeLight attribute) ThresholdingMethod (class in sparkocr.enums) thresholdMap (ImageLayoutDetector attribute) TIFF (class in sparkocr.utils.svs.tiffparser) TiffFile (class in sparkocr.utils.svs.tiffparser) TiffFileError TiffFrame (class in sparkocr.utils.svs.tiffparser) TiffPage (class in sparkocr.utils.svs.tiffparser) TiffPages (class in sparkocr.utils.svs.tiffparser) TiffPageSeries (class in sparkocr.utils.svs.tiffparser) TiffParserError TiffTag (class in sparkocr.utils.svs.tiffparser) TiffTags (class in sparkocr.utils.svs.tiffparser) tiledepth (TiffPage attribute) tileGridSize (ImageEnhanceContrast attribute) tilelength (TiffPage attribute) tilewidth (TiffPage attribute) title (HocrRenderer attribute) tmp_dataset_dir (in module sparkocr.tests.ocr.transformers.test_visual_document_classifier_lilt) tmpModelFolder (in module sparkocr.tests.ocr.transformers.detectors.test_image_text_detector_craft) (in module sparkocr.tests.ocr.transformers.test_image_table_detector) (in module sparkocr.tests.ocr.transformers.test_image_text_cleaner) to() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) to_empty() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) to_geo() (HocrToFeatures method) to_onnx() (Dit method) (Lilt method) to_onnx_optimum() (Lilt method) to_opencv_image() (in module sparkocr.utils) to_pil_image() (in module sparkocr.utils) to_region() (Rectangle method) to_xml() (in module sparkocr.utils) tokenizer (Lilt attribute) (LiltNerDatasetIterable attribute) tokenizerType (BrosHocrTokenizer attribute) TokenizerType (class in sparkocr.enums) tokenizerType (HocrTokenizer attribute) tokens_to_funsd_json() (HocrToFeatures static method) tomato (Color attribute) TOP_CENTER (CropSquareType attribute) TOP_LEFT (CropSquareType attribute) top_left (Rectangle attribute) TOP_RIGHT (CropSquareType attribute) top_right (Rectangle attribute) topK (MedicalVisionLLM attribute) topP (MedicalVisionLLM attribute) torch_fake_model() (in module sparkocr.tests.conftest) total (SmoothedValue attribute) total_weights (MixedDataset attribute) track_copy_progress() (in module sparkocr.utils.svs.phi_cleaning) train() (ConcatTupleLayer method) (CraftNet method) (Dit method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (Lilt method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) train_class_batch() (in module sparkocr.transformers.visual_encoder_decoder.engine_for_finetuning) train_one_epoch() (in module sparkocr.transformers.visual_encoder_decoder.engine_for_finetuning) trainBatchSize (VisualDocumentClassifierV3 attribute) (VisualDocumentNerLilt attribute) trainEpochs (VisualDocumentClassifierV3 attribute) training (ConcatTupleLayer attribute) (CraftNet attribute) (double_conv attribute) (FFC attribute) (FFC_BN_ACT attribute) (FFCResnetBlock attribute) (FFCResNetGenerator attribute) (FFCSE_block attribute) (FourierUnit attribute) (LearnableSpatialTransformWrapper attribute) (RefineNet attribute) (SELayer attribute) (SpectralTransform attribute) (vgg16_bn attribute) transfer_syntaxes (DicomCleaner attribute) transform (TiffPageSeries attribute) transform() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (DatasetReader method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomPretrainedPipeline method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FormRelationExtractor method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (IcdarTableExtractor method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHandwrittenTextRecognizer method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextModelServing method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageToTextWeb method) (ImageTransformer method) (LearnableSpatialTransformWrapper method) (LightPipeline method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (PretrainedPipeline method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualDocumentProcessor method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) transform_dicom() (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) transform_hocr() (HocrToFeatures method) transform_image() (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHomogenizeLight method) (ImageInpainting static method) (ImageMorphologyOperation method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) transpose_axes() (in module sparkocr.utils.svs.tiffparser) truncateInput (Base64ToBinary attribute) (Base64ToImage attribute) TUR (Language attribute) turquoise (Color attribute) TVIPS_HEADER_V1() (TIFF method) TVIPS_HEADER_V2() (TIFF method) type() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) TYPE_3BYTE_BGR (ImageType attribute) TYPE_4BYTE_ABGR (ImageType attribute) TYPE_BYTE_BINARY (ImageType attribute) TYPE_BYTE_GRAY (ImageType attribute) TYPE_JPEG (ImageType attribute) TYPE_USHORT_GRAY (ImageType attribute) typicalP (MedicalVisionLLM attribute) U udf() (ImageTextDetectorV2 static method) UIC_TAGS() (TIFF method) uid (Base64ToBinary attribute) (Base64ToImage attribute) (BinaryToImage attribute) (BrosHocrTokenizer attribute) (CompressOutputImage attribute) (DatasetReader attribute) (DicomDeidentifier attribute) (DicomDrawRegions attribute) (DicomMetadataDeidentifier attribute) (DicomSplitter attribute) (DicomToImage attribute) (DicomToImageV2 attribute) (DicomToImageV3 attribute) (DicomToMetadata attribute) (DicomToPdf attribute) (DicomUpdatePdf attribute) (DocToPdf attribute) (DocToText attribute) (DocToTextTable attribute) (DocumentCoordinatesToText attribute) (DocumentLayoutAnalyzer attribute) (FormRelationExtractor attribute) (FoundationOneReportParser attribute) (GeoRelationExtractor attribute) (GPUImageTransformer attribute) (HasImageType attribute) (HasKeepInput attribute) (HasOcr attribute) (HocrDocumentAssembler attribute) (HocrMerger attribute) (HocrToFeatures attribute) (HocrToImage attribute) (HocrTokenizer attribute) (HocrToTextTable attribute) (IcdarTableExtractor attribute) (ImageAdaptiveBinarizer attribute) (ImageAdaptiveScaler attribute) (ImageAdaptiveThresholding attribute) (ImageBaseTransformer attribute) (ImageBinarizer attribute) (ImageBrandsToText attribute) (ImageCellsToTextTable attribute) (ImageCheckBoxDetector attribute) (ImageCropper attribute) (ImageDocumentRegionDetector attribute) (ImageDrawAnnotations attribute) (ImageDrawRegions attribute) (ImageEnhanceContrast attribute) (ImageErosion attribute) (ImageHandwrittenDetector attribute) (ImageHandwrittenTextRecognizer attribute) (ImageHomogenizeLight attribute) (ImageInpainting attribute) (ImageLayoutAnalyzer attribute) (ImageLayoutDetector attribute) (ImageMorphologyOperation attribute) (ImageMorphologyOperation1 attribute) (ImageNoiseScorer attribute) (ImageRemoveBackground attribute) (ImageRemoveGlare attribute) (ImageRemoveObjects attribute) (ImageScaler attribute) (ImageSchemaConverter attribute) (ImageSkewCorrector attribute) (ImageSplitRegions attribute) (ImageTableCellDetector attribute) (ImageTableDetector attribute) (ImageTextCleaner attribute) (ImageTextDetectorCraft attribute) (ImageTextDetectorDit attribute) (ImageTextDetectorV2 attribute) (ImageToDicom attribute) (ImageToHocr attribute) (ImageToPdf attribute) (ImageToText attribute) (ImageToTextModelServing attribute) (ImageToTextPdf attribute) (ImageToTextV2 attribute) (ImageToTextV3 attribute) (ImageToTextV4 attribute) (ImageToTextWeb attribute) (ImageTransformer attribute) (MedicalVisionLLM attribute) (NerOutputCleaner attribute) (PdfAssembler attribute) (PdfDrawRegions attribute) (PdfToForm attribute) (PdfToHocr attribute) (PdfToImage attribute) (PdfToText attribute) (PdfToTextTable attribute) (PositionFinder attribute) (PptToPdf attribute) (PptToTextTable attribute) (RegionsFilterer attribute) (RegionsMerger attribute) (TextToPdf attribute) (UpdateTextPosition attribute) (VisualDocumentClassifier attribute) (VisualDocumentClassifierLilt attribute) (VisualDocumentClassifierV3 attribute) (VisualDocumentNerGeo attribute) (VisualDocumentNerLayoutLMv1 attribute) (VisualDocumentNerLilt attribute) (VisualDocumentProcessor attribute) (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) (VitImageEmbeddings attribute) unk_token_id (HocrToFeatures attribute) unload_craftnet_model() (Craft method) unload_refinenet_model() (Craft method) unpack_rgb() (in module sparkocr.utils.svs.tiffparser) UNPREDICTORS() (TIFF method) upconv1 (CraftNet attribute) upconv2 (CraftNet attribute) upconv3 (CraftNet attribute) upconv4 (CraftNet attribute) update() (CopyOp method) (MetricLogger method) (SmoothedValue method) (TensorboardLogger method) update_config() (AnonymizationPipelineBuilder method) update_config_labels() (Dit method) (Lilt method) update_kwargs() (in module sparkocr.utils.svs.tiffparser) updated_text_multipage_df() (in module sparkocr.tests.conftest) UpdateTextPosition (class in sparkocr.transformers.update_text_position) URL (FunsdReader attribute) use_gpu (AnonymizationPipelineBuilder attribute) use_se (FourierUnit attribute) useCaching (ImageToTextV2 attribute) (VisualQuestionAnsweringPix2Struct attribute) useCellsCol (HocrToTextTable attribute) useChatTemplate (MedicalVisionLLM attribute) useContrastTextColor (ImageDrawRegions attribute) useFullyQualifiedName (PdfToForm attribute) useGPU (ImageInpainting attribute) (ImageLayoutDetector attribute) (ImageTextDetectorCraft attribute) (ImageTextDetectorV2 attribute) (ImageToTextV2 attribute) (ImageToTextV4 attribute) (VisualQuestionAnsweringPix2Struct attribute) useMlock (MedicalVisionLLM attribute) useMmap (MedicalVisionLLM attribute) usePandasUdf (ImageTextDetectorV2 attribute) userSeed (DicomMetadataDeidentifier attribute) useTess4j (HasOcr attribute) (HocrToTextTable attribute) (ImageBrandsToText attribute) (ImageCellsToTextTable attribute) (ImageLayoutAnalyzer attribute) (ImageToHocr attribute) (ImageToText attribute) (ImageToTextModelServing attribute) (ImageToTextV3 attribute) (ImageToTextV4 attribute) (ImageToTextWeb attribute) (VisualDocumentProcessor attribute) V valid_actions (DicomMetadataDeidentifier attribute) valid_group_actions (DicomMetadataDeidentifier attribute) validate_input_dicom_tags() (DicomCleaner class method) validate_jhove() (in module sparkocr.utils.svs.tiffparser) validate_matchers() (AnonymizationPipelineBuilder method) value (CopyOp attribute) (Height attribute) (PageNum attribute) (Path attribute) (TiffTag attribute), [1] (Width attribute) valueoffset (TiffTag attribute), [1] valuePattern (FormRelationExtractor attribute) values (LayerDecayValueAssigner attribute) values() (TiffTags method) VARIANCE (NoiseMethod attribute) version (DicomCleaner attribute) version() (in module sparkocr) vgg16_bn (class in sparkocr.utils.craft.models.basenet.vgg16_bn) VIE (Language attribute) violet (Color attribute) visual_document_classifier_lilt_df() (in module sparkocr.tests.conftest) visual_document_classifier_v2_df() (in module sparkocr.tests.conftest) visual_document_classifier_v3_df() (in module sparkocr.tests.conftest) visual_document_df() (in module sparkocr.tests.conftest) visual_document_ner_df() (in module sparkocr.tests.conftest) visual_document_ner_lilt_from_datasets() (TestVisualDocumentNerLilt method) visual_document_ner_v2_df() (in module sparkocr.tests.conftest) visual_document_ner_v2_train_df() (in module sparkocr.tests.conftest) visual_qa_df() (in module sparkocr.tests.conftest) VisualDocumentClassifier (class in sparkocr.transformers.visual_document_classifier) VisualDocumentClassifierLilt (class in sparkocr.transformers.visual_document_classifier_lilt) VisualDocumentClassifierV3 (class in sparkocr.transformers.visual_document_classifier_v3) VisualDocumentNer (class in sparkocr.transformers.ner.visual_document_ner) VisualDocumentNerGeo (class in sparkocr.transformers.ner.visual_document_ner_geo) VisualDocumentNerLayoutLMv1 (class in sparkocr.transformers.ner.visual_document_ner_layoutlm_v1) VisualDocumentNerLilt (class in sparkocr.transformers.ner.visual_document_ner_lilt) VisualDocumentProcessor (class in sparkocr.transformers.visual_document_processor) VisualDocumentProcessorOcrEngines (class in sparkocr.enums) VisualQuestionAnswering (class in sparkocr.transformers.visual_question_answering) VisualQuestionAnsweringDonut (class in sparkocr.transformers.vqa.visual_question_answering_donut) VisualQuestionAnsweringPix2Struct (class in sparkocr.transformers.vqa.visual_question_answering_pix2struct) VitImageEmbeddings (class in sparkocr.transformers.embeddings.vit_image_embeddings) VOCA (HocrToFeatures attribute) vocab (in module sparkocr.tests.ocr.transformers.test_visual_document_classifier_lilt) vocab_file (in module sparkocr.tests.ocr.transformers.test_visual_document_classifier_lilt) vocabulary (VisualDocumentClassifierV3 attribute) W warpCoord() (in module sparkocr.utils.craft.craft_utils) weights (MixedDataset attribute) wheat (Color attribute) white (Color attribute) whiteList (RegionsFilterer attribute) (VisualDocumentNerGeo attribute) (VisualDocumentNerLayoutLMv1 attribute) (VisualDocumentNerLilt attribute) whitesmoke (Color attribute) Width (class in sparkocr.schemas) width (Coordinate attribute) (Image attribute) (ImageAdaptiveBinarizer attribute) (ImageInpainting attribute) (ImageScaler attribute) (ImageTextCleaner attribute) (ImageTextDetectorCraft attribute) (ImageTextDetectorV2 attribute) (ImageToTextV2 attribute) (VisualQuestionAnsweringDonut attribute) (VisualQuestionAnsweringPix2Struct attribute) (VitImageEmbeddings attribute) widthCol (ImageScaler attribute) window_size (Dit attribute) with_spark_nlp (in module sparkocr) with_spark_nlp_jsl (in module sparkocr), [1] withRefiner (ImageTextDetectorCraft attribute) (ImageTextDetectorV2 attribute) withSpaces (ImageToText attribute) WOLF (AdaptiveThresholdingMethod attribute) wolf_threshold() (in module sparkocr.utils), [1], [2] WORD (PageIteratorLevel attribute) WRAP (AdaptiveThresholdingMode attribute) write() (Base64ToBinary method) (Base64ToImage method) (BinaryToImage method) (BrosHocrTokenizer method) (DicomDeidentifier method) (DicomDrawRegions method) (DicomMetadataDeidentifier method) (DicomSplitter method) (DicomToImage method) (DicomToImageV2 method) (DicomToImageV3 method) (DicomToMetadata method) (DicomToPdf method) (DicomUpdatePdf method) (DocToPdf method) (DocToText method) (DocToTextTable method) (DocumentCoordinatesToText method) (DocumentLayoutAnalyzer method) (FileHandle method) (FoundationOneReportParser method) (GeoRelationExtractor method) (GPUImageTransformer method) (HocrDocumentAssembler method) (HocrMerger method) (HocrToFeatures method) (HocrToImage method) (HocrTokenizer method) (HocrToTextTable method) (ImageAdaptiveBinarizer method) (ImageAdaptiveScaler method) (ImageAdaptiveThresholding method) (ImageBaseTransformer method) (ImageBinarizer method) (ImageBrandsToText method) (ImageCellsToTextTable method) (ImageCheckBoxDetector method) (ImageCropper method) (ImageDocumentRegionDetector method) (ImageDrawAnnotations method) (ImageDrawRegions method) (ImageEnhanceContrast method) (ImageErosion method) (ImageHandwrittenDetector method) (ImageHomogenizeLight method) (ImageInpainting method) (ImageLayoutAnalyzer method) (ImageLayoutDetector method) (ImageMorphologyOperation method) (ImageMorphologyOperation1 method) (ImageNoiseScorer method) (ImageRemoveBackground method) (ImageRemoveGlare method) (ImageRemoveObjects method) (ImageScaler method) (ImageSchemaConverter method) (ImageSkewCorrector method) (ImageSplitRegions method) (ImageTableCellDetector method) (ImageTableDetector method) (ImageTextCleaner method) (ImageTextDetectorCraft method) (ImageTextDetectorDit method) (ImageTextDetectorV2 method) (ImageToDicom method) (ImageToHocr method) (ImageToPdf method) (ImageToText method) (ImageToTextPdf method) (ImageToTextV2 method) (ImageToTextV3 method) (ImageToTextV4 method) (ImageTransformer method) (MedicalVisionLLM method) (NerOutputCleaner method) (PdfAssembler method) (PdfDrawRegions method) (PdfToForm method) (PdfToHocr method) (PdfToImage method) (PdfToText method) (PdfToTextTable method) (PositionFinder method) (PptToPdf method) (PptToTextTable method) (RegionsFilterer method) (RegionsMerger method) (TextToPdf method) (UpdateTextPosition method) (VisualDocumentClassifier method) (VisualDocumentClassifierLilt method) (VisualDocumentClassifierV3 method) (VisualDocumentNerGeo method) (VisualDocumentNerLayoutLMv1 method) (VisualDocumentNerLilt method) (VisualQuestionAnsweringDonut method) (VisualQuestionAnsweringPix2Struct method) (VitImageEmbeddings method) write_array() (FileHandle method) write_dataset_to_bytes() (in module sparkocr.utils.helpers) write_empty() (FileHandle method) writer (TensorboardLogger attribute) X x (Coordinate attribute) (Point attribute) x0 (HocrRenderer attribute) x1 (HocrRenderer attribute) xml2dict() (in module sparkocr.utils.svs.tiffparser) xpu() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method) Y y (Coordinate attribute) (Point attribute) y0 (HocrRenderer attribute) y1 (HocrRenderer attribute) yarnAttnFactor (MedicalVisionLLM attribute) yarnBetaFast (MedicalVisionLLM attribute) yarnBetaSlow (MedicalVisionLLM attribute) yarnExtFactor (MedicalVisionLLM attribute) yarnOrigCtx (MedicalVisionLLM attribute) yellow (Color attribute) yellowgreen (Color attribute) Z zero_grad() (ConcatTupleLayer method) (CraftNet method) (double_conv method) (FFC method) (FFC_BN_ACT method) (FFCResnetBlock method) (FFCResNetGenerator method) (FFCSE_block method) (FourierUnit method) (LearnableSpatialTransformWrapper method) (RefineNet method) (SELayer method) (SpectralTransform method) (vgg16_bn method)
