Enhance Low-Quality Images - Live Demos & Notebooks
Remove background noise from scanned documents
Removing the background noise in a scanned document will highly improve the results of the OCR. Spark OCR is the only library that allows you to finetune the image preprocessing for excellent OCR results. (...)
Correct skewness in scanned documents
Correct the skewness of your scanned documents will highly improve the results of the OCR. Spark OCR is the only library that allows you to finetune the image preprocessing for excellent OCR results. (...)
Recognize text in natural scenes
By using image segmentation and preprocessing techniques Spark OCR recognizes and extracts text from natural scenes. (...)
Enhance Faxes or Scanned Documents
Improve quality of (old) faxes/scanned documents using Spark OCR. (...)
Enhance Photo of Documents
Improve quality of documents in image format using Spark OCR. (...)
Image Cleaner to Improve Quality of Document Images
This model improves the quality of document images using our pre-trained Spark OCR model. (...)
Image Processing to Improve Quality of Document Images
This model improves the quality of documents using different image processing algorithms from our pre-trained Spark OCR model. (...)
Pretrained pipeline for reading and removing noise on mixed scanned and digital PDF documents
Pretrained pipeline based on our pre-trained Spark OCR models, pipeline for doing transformer based OCR on printed texts. It ensures precise and efficient text extraction from printed images of various origins and formats, improving the overall OCR accuracy. (...)
Pretrained pipeline for reading and skewing correction on mixed scanned and digital documents
Pretrained pipeline based on our pre-trained Spark OCR models, for conducting Optical Character Recognition (OCR) on mixed scanned and digital PDF documents with page rotation correction. It ensures precise and efficient text extraction from PDFs of various origins and formats, improving the overall OCR accuracy. (...)