/Handwriting-recognition

my handwriting recognition. using svm as classifier

Primary LanguagePython

dataset

Using NIST SD19 Dataset, you can download it from http://gorillamatrix.com/files/nist-sd19.rar Or download at http://pan.baidu.com/s/1qYQmSnM with password：d2tm

update

update to support sklearn 0.17

run

  • 写一个单词并保存
  • 修改OneWordSolve.py下第92行，将其修改为你待测单词的路径
  • 运行OneWordSolve.py

文件说明

  • data/handwritingDataX.pkl : svm训练保存的结果
  • calFeature.py :用于提取特征来训练svm
  • correctWord.py:使用编辑距离进行单词的纠错
  • myDic： 字典，用于单词的纠错
  • OneCharacterRecognize.py :单个字母的识别及准确率测试
  • OneWordSolve.py: 单个单词的识别