crnn

There are 3 repositories under crnn topic.

PaddlePaddle / PaddleOCR
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)
chineseocr crnn db ocr ocrlite
Language:Python 38826
JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
cnn crnn data-mining deep-learning easyocr image-processing information-retrieval lstm machine-learning ocr optical-character-recognition python pytorch scene-text scene-text-recognition
Language:Python 22122
wang-xinyu / tensorrtx
Implementation of popular deep learning networks with TensorRT network definition API
arcface crnn detr inceptionv3 mnasnet mobilenetv2 mobilenetv3 resnet retinaface squeezenet swin-transformer tensorrt yolov3 yolov3-spp yolov4 yolov5 yolov7 yolov8 yolov9
Language:C++ 6608
open-mmlab / mmocr
OpenMMLab Text Detection, Recognition and Understanding Toolbox
pytorch ocr deep-learning text-detection text-recognition sar psenet panet maskrcnn key-information-extraction pan dbnet sdmg-r crnn segmentation-based-text-recognition fcenet abinet abcnet spts svtr
Language:Python 4099
clovaai / deep-text-recognition-benchmark
Text recognition (optical character recognition) with deep learning methods, ICCV 2019
crnn deep-learning grcnn iccv2019 ocr ocr-recognition r2am rare recognition rosetta scene-text scene-text-recognition star-net text-recognition
Language:Jupyter Notebook 3633
ypwhs / captcha_break
验证码识别
captcha captcha-breaking crnn ctc-loss deep-learning jupyter-notebook keras keras-tutorials ocr pytorch-tutorial
Language:Jupyter Notebook 2668
RapidAI / RapidOCR
Awesome OCR multiple programing languages toolkits based on ONNXRuntime, OpenVION and PaddlePaddle.
ocr onnxruntime crnn dbnet openvino rapidocr chineseocr easyocr paddleocr
Language:Python 2032
yongzhuo / Keras-TextClassification
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
text-classification keras rcnn dcnn charcnn bert nlp textcnn fasttext dpcnn embeddings capsule vdcnn crnn han xlnet albert keras-textclassification leam transformer
Language:Python 1712
Sanster / text_renderer
Generate text images for training deep learning ocr model
synthtext crnn ocr
Language:Python 1328
myhub / tr
Free Offline OCR 离线的中文文本检测+识别SDK
ocr crnn ctpn deeplearning pixellink text-recognition transformer curved-text
Language:Python 1209
frotms / PaddleOCR2Pytorch
PaddleOCR inference in PyTorch. Converted from [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR)
crnn db multilingual-models ocr paddleocr paddlepaddle pytorch pytorchocr
Language:Python 773
BADBADBADBOY / pytorchOCR
基于pytorch的ocr算法库，包括 psenet, pan, dbnet, sast , crnn
ocr textdetection dbnet psenet crnn textrecognition sast pannet
Language:C++ 651
FreedomIntelligence / TextClassificationBenchmark
A Benchmark of Text Classification in PyTorch
attention-is-all-you-need benchmark capusle cnn cnn-classification crnn lstm lstm-sentiment-analysis pytorch quantum rcnn text-classification
Language:Python 594
courao / ocr.pytorch
A pure pytorch implemented ocr project including text detection and recognition
ocr text-detection text-recognition ctpn crnn ocr-pytorch
Language:Python 555
A-bone1 / Attention-ocr-Chinese-Version
Attention OCR Based On Tensorflow
attention-model text-recognition tensorflow crnn
Language:Python 431
ksanjeevan / crnn-audio-classification
UrbanSound classification using Convolutional Recurrent Networks in PyTorch
audio lstm crnn spectrogram melspectrogram convnet rnn audio-classification pytorch
Language:Python 369
ilovin / lstm_ctc_ocr
Use CTC + tensorflow to OCR
crnn tensorflow warpctc-tensorflow-binding
Language:Python 354
wushilian / CRNN_Attention_OCR_Chinese
CRNN with attention to do OCR,add Chinese recognition
attention crnn lstm ocr seq2seq-attn
Language:Python 333
RobertLucian / cortex-license-plate-reader-client
A client to connect to cortex-provisioned infrastructure on AWS to do license plate identification in real time.
cortex yolov3 crnn aws rpi craft
Language:Python 330
mvoelk / ssd_detectors
SSD-based object and text detection with Keras, SSD, DSOD, TextBoxes, SegLink, TextBoxes++, CRNN
keras ssd dsod textboxes seglink textboxespp crnn densnet-seglink densnet-textboxespp virtual-batch-size gradient-accumulation focal-loss distance-iou-loss shrikage-loss
Language:Jupyter Notebook 302
Belval / CRNN
A TensorFlow implementation of https://github.com/bgshih/crnn
bidirectionnallstm crnn ctc tensorflow
Language:Python 297
solivr / tf-crnn
TensorFlow convolutional recurrent neural network (CRNN) for text recognition
tensorflow crnn htr handwritten-text-recognition
Language:Python 289
we0091234 / crnn_plate_recognition
crnn chinese_plate_recognition
chineselpr crnn crnn-ocr
Language:Python 234
yizt / crnn.pytorch
crnn实现水平和垂直方向中文文字识别, 提供在3w多个中文字符训练的水平识别和垂直识别的预训练模型; 欢迎关注,试用和反馈问题... ...
crnn ocr text-recognition vertical-text-recognition
Language:Python 231
diaomin / crnn-mxnet-chinese-text-recognition
An implementation of CRNN (CNN+LSTM+warpCTC) on MxNet for chinese text recognition
crnn chinese-text-recognition cnn-lstm-ctc mxnet ocr
Language:Python 206
s3nh / text-detector
Tool which allow you to detect and translate text.
craft crnn text text-processing pytorch ocr-recognition deep-learning nlp recognition text-recognition scene-text-detection scene-text-detectors
Language:Python 177
mindspore-lab / mindocr
A toolbox of OCR models, algorithms, and pipelines based on MindSpore
ocr deep-learning mindspore text-detection text-recognition crnn dbnet key-information-extraction layout-analysis layoutxlm table-recognition ocr-large-model tablemaster vary-toy
Language:Python 163
daili0015 / ModelFeast
Pytorch model zoo for human, include all kinds of 2D CNN, 3D CNN, and CRNN
model-zoo modelzoo 3dcnn crnn non-local action-recognition pytorch-classification pytorch medical-images c3d i3d
Language:Python 152
FLming / CRNN.tf2
Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2
crnn ocr scene-text-recognition tensorflow2 keras ctc tf2 tensorflow-lite
Language:Python 149
gasparian / CRNN-OCR-lite
Lightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]
ocr crnn crnn-ocr keras-tensorflow stn spatial-transformer-network ctc-loss mobilenet handwritten-text-recognition lstm handwritten-character-recognition
Language:Python 144
kamo-naoyuki / pytorch_convolutional_rnn
PyTorch implementation of Convolutional Recurrent Neural Network
pytorch rnn cnn deep-learning crnn
Language:Python 132
positive666 / Deepstream_Project
This is a highly separated deployment project based on Deepstream , including the full range of Yolo and continuously expanding deployment projects such as Ocr.
deepstream object-detection yolov5 facenet-model dbnet onnx tensorrt crnn centerface arcface yolov3 ocr face-recognition
Language:C++ 127
zhiqwang / sightseq
Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
crnn ctc scene-texts pytorch ocr attention transformer image-captioning text-recognition mobilenet densenet object-detection faster-rcnn
Language:Python 123
bityigoss / mtl-text-recognition
multi-task learning for text recognition with joint CTC-attention
ocr ocr-recognition scene-text-recognition chinese-ocr crnn ctc-attention text-recognition ocr-engine chinese-text-recognition
Language:Python 116
deepinsight / insightocr
MXNet OCR implementation. Including text recognition and detection.
ocr mxnet text-recognition crnn
Language:Python 107
sbillburg / CRNN-with-STN
implement CRNN in Keras with Spatial Transformer Network
spatial-transformer-network crnn stn dataset ocr text-recognition
Language:Python 100

crnn

PaddlePaddle / PaddleOCR

JaidedAI / EasyOCR

wang-xinyu / tensorrtx

open-mmlab / mmocr

clovaai / deep-text-recognition-benchmark

ypwhs / captcha_break

RapidAI / RapidOCR

yongzhuo / Keras-TextClassification

Sanster / text_renderer

myhub / tr

frotms / PaddleOCR2Pytorch

BADBADBADBOY / pytorchOCR

FreedomIntelligence / TextClassificationBenchmark

courao / ocr.pytorch

A-bone1 / Attention-ocr-Chinese-Version

ksanjeevan / crnn-audio-classification

ilovin / lstm_ctc_ocr

wushilian / CRNN_Attention_OCR_Chinese

RobertLucian / cortex-license-plate-reader-client

mvoelk / ssd_detectors

Belval / CRNN

solivr / tf-crnn

we0091234 / crnn_plate_recognition

yizt / crnn.pytorch

diaomin / crnn-mxnet-chinese-text-recognition

s3nh / text-detector

mindspore-lab / mindocr

daili0015 / ModelFeast

FLming / CRNN.tf2

gasparian / CRNN-OCR-lite

kamo-naoyuki / pytorch_convolutional_rnn

positive666 / Deepstream_Project

zhiqwang / sightseq

bityigoss / mtl-text-recognition

deepinsight / insightocr

sbillburg / CRNN-with-STN