# hand-writing-recognition
基于pytorch卷积神经网络的中文手写汉字识别,使用HWDB数据库
![hwdb](hwdb.jpg)
## Dependence
* PIL
* numpy
* torch
* torchvision
* tensorboardX(for visulizztion)
## Usage
1. Download HWDB dataset and unzip to `data` folder
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.
3. run `python hwdb.py` to visualize the image.
4. run `python train.py` to start trianing.
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温馨提示
Dependence PIL numpy torch torchvision tensorboardX(for visulizztion) Usage Download HWDB dataset and unzip to data folder 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. run python hwdb.py to visualize the image. run python train.py to start trianing.
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收起资源包目录
hand-writing-recognition-master.zip (6个子文件)
hand-writing-recognition-master
process_gnt.py 3KB
hwdb.py 2KB
model.py 3KB
hwdb.jpg 179KB
train.py 4KB
README.md 581B
共 6 条
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