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ocr-scene-english-paddleocr

An OCR model for detecting and recognizing English text in images that are more complex than scans of a page.

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 introductionModel nameRecommended sceneDetection modelDirection classifierRecognition model
Chinese and English ultra-lightweight PP-OCRv3 model(16.2M)ch_PP-OCRv3_xxMobile & Serverinference model / trained modelinference model / trained modelinference model / trained model
English ultra-lightweight PP-OCRv3 model(13.4M)en_PP-OCRv3_xxMobile & Serverinference model / trained modelinference model / trained modelinference model / trained model
Chinese and English ultra-lightweight PP-OCRv2 model(11.6M)ch_PP-OCRv2_xxMobile & Serverinference model / trained modelinference model / trained modelinference model / trained model
Chinese and English ultra-lightweight PP-OCR model (9.4M)ch_ppocr_mobile_v2.0_xxMobile & serverinference model / trained modelinference model / trained modelinference model / trained model
Chinese and English general PP-OCR model (143.4M)ch_ppocr_server_v2.0_xxServerinference model / trained modelinference model / trained modelinference model / trained model

PP-OCRv3 English model

PP-OCRv3 Chinese model

PP-OCRv3 Multilingual model

  • ID
  • Name
    OCR Scene English PaddleOCR
  • Model Type ID
    Optical Character Recognizer (OCR)
  • Description
    An OCR model for detecting and recognizing English text in images that are more complex than scans of a page.
  • Last Updated
    Jul 28, 2022
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