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docs: add blog of evaluation about OCR
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title: 广州软件院开箱测评12款开源OCR,RapidOCR表现优异 | ||
date: | ||
created: 2024-12-08 | ||
authors: [SWHL] | ||
slug: guangzhou-software-institute-reviews-12-open-source-ocr-tools-rapidocr-stands-out | ||
categories: | ||
- General | ||
comments: true | ||
typora-copy-images-to:images | ||
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RapidOCR在12款开源OCR中表现优异 | ||
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前几天,Joker告诉我看到一篇OCR测评的文章,并说咱家RapidOCR整体表现很不错。我特地去看了一下,发现是广州软件院发起的OCR测评,算是一个比较公允的测评方了。这篇文章是今年6月份写的,也不算太老,还是有一点参考意义的。 | ||
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RapidOCR在12款开源OCR中也算得上可圈可点了。完整的测评报告,请移步 [AI测评 | 十二款开源OCR开箱测评,文字识别哪家强](https://mp.weixin.qq.com/s?__biz=MzA5MjU2NjYxNQ==&mid=2449494038&idx=1&sn=f144be7182839e22a421e0df9e9609f0&scene=21#wechat_redirect) 获取。因为测评的文章没有开启原创,不能转载,因此就在这里给出了链接,在此感谢广州软件院的测评工作,为大家选择合适的OCR模型提供了参考。 | ||
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⚠️注意:下面的图文均是摘自[AI测评 | 十二款开源OCR开箱测评,文字识别哪家强](https://mp.weixin.qq.com/s?__biz=MzA5MjU2NjYxNQ==&mid=2449494038&idx=1&sn=f144be7182839e22a421e0df9e9609f0&scene=21#wechat_redirect) 中,如有侵权,请告知我删除。 | ||
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我在这里只放一些关键的测评结论: | ||
(1)印刷中文的综合测评结果为: | ||
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![image-20241208103232900](./images/image-20241208103232900.png) | ||
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(2)印刷英文的综合测评结果为: | ||
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![image-20241208103310417](./images/image-20241208103310417.png) | ||
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(3)变形字体的艺术字测评结果为: | ||
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![image-20241208103329977](./images/image-20241208103329977.png) | ||
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(4)自然场景的街景图片测评结果为: | ||
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![image-20241208103344517](./images/image-20241208103344517.png) | ||
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(5)手写中文的综合测评结果为: | ||
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![image-20241208103400365](./images/image-20241208103400365.png) | ||
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测评总结: | ||
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![图片](./images/640-20241208103523542) | ||
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**RapidOCR虽然基于PaddleOCR,但做了⼀定预处理和参数优化,因此在⾓度旋转180度和低对⽐度两个数据集中拉开了与PaddleOCR的差距;并且基于onnx推理格式的版本,在识别的速度上也较PaddleOCR有明显提升。**各个⼯具在中⽂印刷⽂字正常扫描、拍照图⽚中识别的准确度都很⾼。其中,扫描⽂档数据集,前三名的綜合评分都在99%以上,照⽚⽂档数据集中,前三名的综合评分都在98%以上。 | ||
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![图片](./images/640-20241208103536368) | ||
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![图片](./images/640-20241208103541160) | ||
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![图片](./images/640-20241208103546381) | ||
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![图片](./images/640-20241208103550187) | ||
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![图片](./images/640-20241208103554131) |
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{% extends "base.html" %} | ||
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{% block announce %} | ||
<p>🎉 RapidOCR获得2024中国互联网发展创新与投资大赛(开源)二等奖 → <a href="https://rapidai.github.io/RapidOCRDocs/blog/2024/09/03/2024-bjos" target="_blank">link</a></p> | ||
<p>🎉 广州软件院开箱测评12款开源OCR,RapidOCR表现优异 → <a href="https://rapidai.github.io/RapidOCRDocs/blog/2024/12/08/guangzhou-software-institute-reviews-12-open-source-ocr-tools-rapidocr-stands-out" target="_blank">link</a></p> | ||
{% endblock %} |