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# Chinese Character Recognition
- URL: https://cms.yufeiran.com/en-yi-zi-shi-bie-ren-gong-zhi-neng-da-zuo-ye/
- Published: 2020-05-25T04:33:38.000Z
- Updated: 2026-09-27T12:37:58.000Z
- Author: Feiran Yu
- Tags: works, #lang-en, #legacy-import

## Goal

Train a CNN to recognize commonly used Chinese characters.

## Dependencies

Python 2.x, Python 2.7 recommended.

TensorFlow 1.1.15.

## Usage

1. Configure the runtime environment: install Python 2.x and TensorFlow 1.1.15.
2. Clone [https://github.com/yufeiran/ChineseRecognizer](https://github.com/yufeiran/ChineseRecognizer?ref=cms.yufeiran.com) to a local directory.
3. `[src]` is the image path.

```bash
python main.py [src]

```

## Reference Links

[OCR Technology Series 4: Text recognition based on deep learning, 3755 Chinese characters](https://www.cnblogs.com/skyfsm/p/8443107.html?ref=cms.yufeiran.com)

[Implementing handwritten Chinese character recognition with TensorFlow, part 1: data acquisition and processing](http://www.rethink.fun/index.php/2018/05/03/hand%5Fwriting%5Frecgnition/?ref=cms.yufeiran.com)

## GitHub Repositories

Complete Chinese character recognition program:

[ChineseRecognizer](https://github.com/yufeiran/ChineseRecognizer?ref=cms.yufeiran.com)

Learning notes for an introductory deep-learning book:

[DeepLearn](https://github.com/yufeiran/DeepLearn?ref=cms.yufeiran.com)

## Reference Book

[Introduction to Deep Learning](https://book.douban.com/subject/30270959//?ref=cms.yufeiran.com)