https://github.com/mikhailms/ocr_system

Python version of OCR System
https://github.com/mikhailms/ocr_system

machine-learning ocr python

Last synced: 2 days ago
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Python version of OCR System

• Host: GitHub
• URL: https://github.com/mikhailms/ocr_system
• Owner: MikhailMS
• Created: 2015-12-25T21:12:58.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2017-01-27T03:10:29.000Z (almost 8 years ago)
• Last Synced: 2024-11-08T15:40:07.899Z (about 2 months ago)
• Topics: machine-learning, ocr, python
• Language: Python
• Size: 7.08 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# OCR System

## Python version of OCR System.

### System gives  99.7% of accuracy on clean data. 

### Also there are 4 stages of noisy data - from little noise up to text, where no letters could be identified. 

### System does well on all levels: 

- [x] level 1 - ~99.5% 

- [x] level 2 - ~96.3% 

- [x] level 3 - 87.6% 

- [x] level 4 - ~65%

### As extra, word correction feature is implemented - it gives following results: 

- [x] 100% for clean data and noisy levels 1,2 

- [x] level 3 - ~95%

- [x] level 4 - ~70%.