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cropped ResNet50V2 feature extract + Basic 2 layer BiLSTM + CTC Loss

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Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
data_v1		data_v1
CS3338.N21.pptx		CS3338.N21.pptx
CS338_BaoCaoDoAnCK.docx		CS338_BaoCaoDoAnCK.docx
README.md		README.md
captcha.ipynb		captcha.ipynb
cropped-resnet-2xbilstm-ctc-los.ipynb		cropped-resnet-2xbilstm-ctc-los.ipynb
pipeline.png		pipeline.png
pipeline_2.png		pipeline_2.png

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CaptchaOCR

Pipeline: ResNet50V2 feature extracting + Basic 2 layer LSTM + CTC Loss
This just a subject projection of our team
100% Accuracies per Character & 100% per Word

DATA:

https://www.kaggle.com/datasets/parsasam/captcha-dataset?select=116gw.jpg

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cropped ResNet50V2 feature extract + Basic 2 layer BiLSTM + CTC Loss

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