An End-to-end Pytorch-Lightning implemented CAPTCHA OCR model.
Training 2 epoch under 100k images to get over 96% acc on Val dataset 🤩
with 200k or even more training set you may get >98% acc
git clone https://github.com/ZiYang-xie/PyCAPTCHA
cd PyCAPTCHAconda create -n "PyCaptcha" python=3.7
conda activate PyCaptchaconda install torch==1.9.0 torchvision==0.10.0 -c pytorchpip install -r requirement.txtCheckout the PyCAPTCHA Usage in WIKI Page
Check the Doc