# chinese-write-handling-char-recognition

**Repository Path**: chenhaohan88/chinese-write-handling-char-recognition

## Basic Information

- **Project Name**: chinese-write-handling-char-recognition
- **Description**: 汉字手写识别
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 1
- **Created**: 2020-06-23
- **Last Updated**: 2022-03-03

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# handwritten chinese recognition
汉字手写识别

## 数据集
数据集来自于中科院自动化研究所，具体下载地址:
``http://www.nlpr.ia.ac.cn/databases/download/feature_data/HWDB1.1trn_gnt.zip``
``http://www.nlpr.ia.ac.cn/databases/download/feature_data/HWDB1.1tst_gnt.zip``

这个训练集和测试集是经过压缩的图片，需要解压出来转换图片，这里是转换好的文件包：https://pan.baidu.com/s/1o84jIrg
![数据集](https://github.com/Mignet/chinese-write-handling-char-recognition/blob/master/pic/%E6%95%B0%E6%8D%AE%E9%9B%86.png)
## 构建神经网络
![网络](https://github.com/Mignet/chinese-write-handling-char-recognition/blob/master/pic/png.png?raw=true)

## 训练
run the command ``python chinese_rec.py --mode=train --max_steps=16002 --eval_steps=100 --save_steps=500``

## 模型评估
run the command ``python chinese_rec.py --mode=validation``
![accuracy](https://github.com/Mignet/chinese-write-handling-char-recognition/blob/master/pic/accuracy.png)
## 测试
把要识别的图像丢到tmp目录下就行了
run the command ``python chinese_rec.py --mode=inference``
![result](https://github.com/Mignet/chinese-write-handling-char-recognition/blob/master/pic/result.png)