Improvement Optical Character Recognition for Structured Documents using Generative Adversarial Networks

The Optical Character Recognition (OCR) models have improved a lot in the last years thanks to the advance of machine learning techniques. However, there is still a great challenge when images are too distorted, such as old scanned documents, where the characters are blurred or/and with irregular backgrounds. Document digitization is a crucial task in many enterprises to get all their information ...