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基于PaddleOCR重构,并且脱离PaddlePaddle深度学习训练框架的轻量级OCR,推理速度超快

License: Apache License 2.0

Python 100.00%

onnxocr's Introduction

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ONNXOCR

Universal OCR, supporting inference in over 80 languages.

Version Update The PPOCRv4 model converted to an ONNX model for inference achieves higher accuracy and performance, with the inference speed being 5 times faster than using the PaddlePaddle framework.

Advantages: 1.Independent from deep learning training frameworks, it is a general OCR that can be directly deployed. 2.In situations where computational power is limited and accuracy remains unchanged, the PaddleOCR is converted into an ONNX model, which has been 3.reconstructed as an OCR model that can be deployed on computers with ARM architecture and x86 architecture. 4.On computers with equivalent performance, the inference speed has been accelerated by 4-5 times.

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