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idcard-ocr-paddle's Introduction

IDCard-OCR-Paddle

Postprocessing for Paddle OCR

背景

笔者就业于某制造业公司,普工招聘小程序每日需要大量调用身份证OCR服务,所以快捷的开发一个OCR服务,减少三方OCR调用的频率,一定程度上减少API的调用费用。

使用方法

pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple paddleocr
pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple paddlepaddle

总结

个人实测PaddleOCR的身份证后处理结果,与阿里的OCR返回结果相比,以姓名和身份证ID为对照条件下,在4200张环境干扰很强的身份证照片中驱动82.8%的一致结果,个人感觉还是比较满意的,对于返回的错误结果将二次调用第三方OCR API。 博客地址:https://zhuanlan.zhihu.com/p/450444018

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