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转载最新推荐文章于 2026-06-03 07:03:13 发布 4.9k 阅读 AI 写同款· GEO 优化 ›

Java的开源文字识别Tess4j与Tesseract-OCR 由于项目需要，要求项目可以识别简单的图片，客户不想使用付费的大厂接口，于是我在查看资料后决定使用Tesseract-OCR，因为Tesseract-OCR可以在特定场景下训练语言识别提高正确率。但是在配置和使用过程中遇到各式各样的错误，经过一天的探索终于完成了Tesseract-OCR接口的基本使用。本文在旨在使读者能够掌握Tesseract-OCR并能使用Java代码进行简单的图像文字识别，以项目实战为例展示Tesseract-OCR的使用。阅读详情

一、SWT识别：
yestinsong/Text-Detection( Text Detection System with MSER , SWT and Text Verification(fft and pca) )
https://github.com/yestinsong/Text-Detection

aperrau/DetectText：Detect text with stroke width transform.
https://github.com/aperrau/DetectText

liuliu/ccv: (C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library http://libccv.org )
https://github.com/liuliu/ccv

二、基于智能学习：caffe和crnn

备注：CTPN ：Connectionist Text Proposal Network

crnn(Convolutional Recurrent Neural Network 卷积循环神经网路)

tesseract-ocr/tesseract
https://github.com/tesseract-ocr/tesseract

tianzhi0549/CTPN : (Detecting Text in Natural Image with Connectionist Text Proposal Network http://textdet.com)
https://github.com/tianzhi0549/CTPN

bgshih/crnn:Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.
https://github.com/bgshih/crnn

bear63/sceneReco (CTPN+CRNN)
https://github.com/bear63/sceneReco

AKSHAYUBHAT/DeepVideoAnalytics (CTPN+CRNN)
https://github.com/AKSHAYUBHAT/DeepVideoAnalytics/tree/master/notebooks/OCR

Crnn中文end-to-end识别
http://blog.youkuaiyun.com/u013293750/article/details/73188934

ankush-me/SynthText
https://github.com/ankush-me/SynthText

JarveeLee/SynthText_Chinese_version
https://github.com/JarveeLee/SynthText_Chinese_version