https://github.com/KevinGong2013/ChineseIDCardOCR

[Deprecated] 🇨🇳中国二代身份证光学识别
https://github.com/KevinGong2013/ChineseIDCardOCR

cnn coreml deep-learning ios11 machine-learning swift vision xcode

Last synced: about 2 months ago
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[Deprecated] 🇨🇳中国二代身份证光学识别

• Host: GitHub
• URL: https://github.com/KevinGong2013/ChineseIDCardOCR
• Owner: KevinGong2013
• License: apache-2.0
• Created: 2016-08-17T03:31:34.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2018-02-07T02:52:24.000Z (over 6 years ago)
• Last Synced: 2024-07-17T15:02:03.855Z (2 months ago)
• Topics: cnn, coreml, deep-learning, ios11, machine-learning, swift, vision, xcode
• Language: Swift
• Homepage: https://github.com/evilgix/evil
• Size: 10.8 MB
• Stars: 1,025
• Watchers: 47
• Forks: 186
• Open Issues: 5
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-ocr - 中国二代身份证光学识别

README

        
# [Deprecated] 本项目已经迁移至新repo ==> [Evil 身份证、银行卡、等OCR识别](https://github.com/evilgix/Evil)

# ChineseIDCardOCR

🇨🇳中国二代身份证光学识别

## 2017.09.21 Change Log 

使用 `Vision` 和 `CoreML`替换原来的 `FFNN`

TODO 如何生成训练数据，训练神经网络，转换 *.h5 -> *.mlmodel

# 交流讨论

	1.github issue (推荐)

	2.qq 群：641256202

	

	

#### 如何体验  

 - Xcode9, iOS 11

 -  git clone `https://github.com/KevinGong2013/ChineseIDCardOCR`

 - Build && Run

````

由于自己电脑性能问题，训练的神经网络对一些质量较差的图片识别率不是很高～

````

#### 图片处理过程

![screenshot](./images/chineseIDCard-2.png)

# LICENSE

	 Apache License

	 Version 2.0, January 2004

	 http://www.apache.org/licenses/	

Copyright 2017 - 2018 Kevin.Gong aoxianglele#icloud.com