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PaddlePaddle /PaddleOCR

Star48.6k

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

ocr db crnn ocrlite chineseocr

UpdatedApr 22, 2025
Python

JaidedAI /EasyOCR

Star26.4k

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

python machine-learning information-retrieval data-mining ocr deep-learning image-processing cnn pytorch lstm optical-character-recognition crnn scene-text scene-text-recognition easyocr

UpdatedSep 24, 2024
Python

wang-xinyu /tensorrtx

Star7.3k

Implementation of popular deep learning networks with TensorRT network definition API

resnet squeezenet tensorrt crnn arcface mobilenetv2 yolov3 mnasnet retinaface mobilenetv3 yolov3-spp yolov4 yolov5 detr swin-transformer yolov7 yolov8 yolov9 yolo11

UpdatedApr 12, 2025
C++

open-mmlab /mmocr

Star4.5k

OpenMMLab Text Detection, Recognition and Understanding Toolbox

ocr deep-learning pytorch text-recognition pan text-detection sar maskrcnn crnn dbnet psenet panet abcnet key-information-extraction sdmg-r segmentation-based-text-recognition fcenet abinet spts svtr

UpdatedNov 27, 2024
Python

RapidAI /RapidOCR

Star3.9k

📄 Awesome OCR multiple programing languages toolkits based on ONNXRuntime, OpenVINO, PaddlePaddle and PyTorch.

ocr crnn openvino dbnet onnxruntime paddleocr chineseocr easyocr rapidocr onnxocr

UpdatedApr 23, 2025
Python

clovaai /deep-text-recognition-benchmark

Star3.8k

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

ocr recognition deep-learning text-recognition rosetta ocr-recognition rare crnn scene-text scene-text-recognition grcnn r2am star-net iccv2019

UpdatedMar 4, 2024
Jupyter Notebook

ypwhs /captcha_break

Star2.8k

验证码识别

ocr deep-learning captcha keras jupyter-notebook keras-tutorials captcha-breaking pytorch-tutorial ctc-loss crnn

UpdatedFeb 25, 2022
Jupyter Notebook

yongzhuo /Keras-TextClassification

Star1.8k

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN