ocr-scene-english-paddleocr
An OCR model for detecting and recognizing English text in images that are more complex than scans of a page.
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Notes
Introduction
PaddleOCR aims to create multilingual, awesome, leading, and practical OCR tools that help users train better models and apply them into practice. The information in this summary is taken from their Github.
Release PP-OCRv3: With comparable speed, the effect of Chinese scene is further improved by 5% compared with PP-OCRv2, the effect of English scene is improved by 11%, and the average recognition accuracy of 80 language multilingual models is improved by more than 5%.
Features
PaddleOCR support a variety of cutting-edge algorithms related to OCR, and developed industrial featured models/solution PP-OCR and PP-Structure on this basis, and get through the whole process of data production, model training, compression, inference and deployment.
PP-OCR Series Model List - This model is the English ultra-lightweight PP-OCRv3 model (13.4M) on the second row.
| Model introduction | Model name | Recommended scene | Detection model | Direction classifier | Recognition model |
|---|---|---|---|---|---|
| Chinese and English ultra-lightweight PP-OCRv3 model（16.2M） | ch_PP-OCRv3_xx | Mobile & Server | inference model / trained model | inference model / trained model | inference model / trained model |
| English ultra-lightweight PP-OCRv3 model（13.4M） | en_PP-OCRv3_xx | Mobile & Server | inference model / trained model | inference model / trained model | inference model / trained model |
| Chinese and English ultra-lightweight PP-OCRv2 model（11.6M） | ch_PP-OCRv2_xx | Mobile & Server | inference model / trained model | inference model / trained model | inference model / trained model |
| Chinese and English ultra-lightweight PP-OCR model (9.4M) | ch_ppocr_mobile_v2.0_xx | Mobile & server | inference model / trained model | inference model / trained model | inference model / trained model |
| Chinese and English general PP-OCR model (143.4M) | ch_ppocr_server_v2.0_xx | Server | inference model / trained model | inference model / trained model | inference model / trained model |
- For more model downloads (including multiple languages), please refer to PP-OCR series model downloads.
- For a new language request, please refer to Guideline for new language_requests.
- For structural document analysis models, please refer to PP-Structure models.
PP-OCRv3 English model
PP-OCRv3 Chinese model
PP-OCRv3 Multilingual model
