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PyTorch based OCR involving CTPN (detection) and CRNN (recognition)

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Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
detect		detect
recognize		recognize
.gitignore		.gitignore
README.md		README.md
demo.py		demo.py
ocr.py		ocr.py

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OCR-net

PyTorch based OCR involving CTPN (detection) and CRNN (recognition)

Requirements

Python-3.6
pytorch-0.4.1+
torchvision-0.2.1
opencv-3.4.0.14
numpy-1.14.3

Detection

Detection is based on CTPN

Recognition

Recognition is based on CRNN

Test

Download pretrained models from gdrive link into checkpoints folder

python3 demo.py

Implementation References

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PyTorch based OCR involving CTPN (detection) and CRNN (recognition)

ocr recognition detection pytorch text-recognition crnn ctpn text-detect

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