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a pytorch based CNN handwritten digit recognition, which allows user to input by mouse

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CNN-handwritten-digit-recognition-with-gui-window

a pytorch based CNN handwritten digit recognition, which allows user to input by mouse

file explaination

'main.py': gui stuff inside, run to initiate the whole programe

'train_model.py': script to train the VGG11 model

'VGG_checkpoint_epoch40.pt': pytroch check point(note: due to size limit in github upload, this checkpoint file is omitted, you can train by your own or reach to me by email: he_muling@foxmail.com)

'raw_data': data created during training and modulation (checkpoint file omitted due to same reason above)

Acknowledgement

this is a Final Project for course given in SCU

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a pytorch based CNN handwritten digit recognition, which allows user to input by mouse

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