圖像處理-OCR最佳實踐

原文:https://www.csdn.net/gather_2b/MtjaMg3sNTY5Ni1ibG9n.html

 

 

OCR技術系列

身份證識別

深度學習實踐系列之--身份證上漢字及數字識別系統的實現

https://github.com/Raymondhhh90/idcardocr:web部署,第二代居民身份證信息識別,速度略慢,待優化

https://github.com/wzb19960208/idCardRecognition身份證識別

https://github.com/rmtheis/android-ocr基於Tesseract的身份證識別

https://github.com/developer79433/passport_mrz_detector_cpp護照識別

https://github.com/evilgix/Evil: 銀行卡、身份證、門牌號光學識別

https://github.com/YCG09/chinese_ocr:基於Tensorflow和Keras實現端到端的不定長中文字符檢測和識別

https://github.com/AstarLight/CPS-OCR-Engine:3755個(一級字庫)的印刷體漢字識別

https://github.com/senlinuc/caffe_ocr:CNN+BLSTM+CTC的識別架構

https://github.com/simplezhli/Tesseract-OCR-Scanner:基於Tesseract-OCR實現自動掃描識別手機號

tensorflow 實現端到端的OCR:二代身份證號識別ocr_tensorflow_cnn

tensorflow LSTM+CTC實現端到端的不定長數字串識別

車牌識別

CCPD: Chinese City Parking Dataset

https://github.com/lyl8213/Plate_Recognition-LPRnet:LPRNet: License Plate Recognition via Deep Neural Networks的tensorflow實現

https://github.com/liuruoze/EasyPR中文車牌識別系統

https://github.com/zeusees/HyperLPR基於深度學習的實時車牌識別項目

https://github.com/zhubenfu/License-Plate-Detect-Recognition-via-Deep-Neural-Networks-accuracy-up-to-99.9基於MTCNN的車牌識別

移動端部署

https://github.com/wangtaoT/AndroidOCR:基於Google Tesseract-OCR 文字識別 仿小猿搜題、作業幫

https://github.com/still-wait/IdCard_DeepLearning身份證識別移動端

文字檢測

https://github.com/ploverpang/HeadlineDetectionBySWT基於SWT的文字檢測

https://github.com/tianzhi0549/CTPNDetecting Text in Natural Image with Connectionist Text Proposal Network

https://github.com/eragonruan/text-detection-ctpnCTPN的tensorflow實現

https://github.com/MhLiao/TextBoxesA Fast Text Detector with a Single Deep Neural Network

https://github.com/yestinsong/Text-DetectionMser-Swt-Text-Detection-With-Verification

https://github.com/argman/EASTAn Efficient and Accurate Scene Text Detector

https://github.com/huoyijie/AdvancedEASTEAST的加速版

https://github.com/chenxinpeng/SSD_scene_text_detection

https://github.com/Belval/TextRecognitionDataGenerator:訓練數據生成工具

https://github.com/JarveeLee/SynthText_Chinese_version漢字生成工具

https://github.com/szad670401/OCR_CharGen用於OCR訓練的字符樣本生成工具

https://github.com/johnhany/textRotCorrect:使用OpenCV實現的基於離散傅里葉變換的文本圖像旋轉校正

https://github.com/NVlabs/ocropus3pytorch

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