18 lines
581 B
Markdown
18 lines
581 B
Markdown
# hand-writing-recognition
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基于pytorch卷积神经网络的中文手写汉字识别，使用HWDB数据库
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## Dependence
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* PIL
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* numpy
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* torch
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* torchvision
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* tensorboardX(for visulizztion)
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## Usage
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1. Download HWDB dataset and unzip to `data` folder
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2. run `python process_gnt.py` to generate img from gnt fiel. Due to the huge dataset (897758+223991 images), it may take a lot of time. I suggest to put the data folder out of project or your pycharm will get slow.
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3. run `python hwdb.py` to visualize the image.
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4. run `python train.py` to start trianing.
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