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OCR is integrated with CTPN and RCNN in deep learning

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text-detection-ctpn

text detection mainly based on ctpn (connectionist text proposal network). It is implemented in tensorflow. I use id card detect as an example to demonstrate the results, but it should be noticing that this model can be used in almost every horizontal scene text detection task. The origin paper can be found here. Also, the origin repo in caffe can be found in here. For more detail about the paper and code, see this blog


OCR-using-deep-learning

OCR_DL

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OCR is integrated with CTPN and RCNN in deep learning

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  • Python 97.9%
  • Cuda 1.9%
  • Other 0.2%