/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

Primary LanguagePython

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

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.