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Asrt_speechrecognition ⭐ 7,253

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

Darknet Ocr ⭐ 856

darknet text detect and darknet cnn ocr

Cnn_lstm_ctc_ocr ⭐ 470

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

Baiduyun_deeplearning_competition ⭐ 363

百度云魅族深度学习应用大赛

Cnn_lstm_ctc_tensorflow ⭐ 330

CNN+LSTM+CTC based OCR implemented using tensorflow.

Cnn Lstm Ctc Text Recognition ⭐ 252

CNN and LSTM model for text recognition

Handwritten Line Text Recognition Using Deep Learning With Tensorflow ⭐ 213

Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.

Plate_recognition Lprnet ⭐ 178

Tensorflow based. Use CNN and CTC loss. It is a light network for Plate Recognition

Crnn Pytorch ⭐ 155

Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.

Crnn Mxnet Chinese Text Recognition ⭐ 129

An implementation of CRNN (CNN+LSTM+warpCTC) on MxNet for chinese text recognition

Ctc_pytorch ⭐ 121

CTC end -to-end ASR for timit and 863 corpus.

Chinese_ocr ⭐ 114

中文ocr识别

Asr_syllable ⭐ 112

基于卷积神经网络的语音识别声学模型的研究

Ocr_recognition ⭐ 105

验证码识别,该模型是基于xlvector模型上进行加工,验证码内容包含了大小字母以及数字,采用lst

Captcharecognition ⭐ 91

End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别

Stn_cnn_lstm_ctc_tensorflow ⭐ 89

use STN+CNN+BLSTM+CTC to do OCR

Ocr Crnn Ctc ⭐ 74

ocr, cnn+lstm+ctc, crnn, recognition model, tensorflow

Crnn.caffe ⭐ 71

Wav2letter ⭐ 70

Speech Recognition model based off of FAIR research paper built using Pytorch.

Wav2letter.pytorch ⭐ 67

A fully convolution-network for speech-to-text, built on pytorch.

Cnn_lstm_ctc_ocr_for_icpr ⭐ 62

Forked from weinman/cnn_lstm_ctc_ocr for the ICPR MTWI 2018 challenge 1

Captcha_break_keras ⭐ 61

keras theano 验证码破解字母+数字

Asr_word ⭐ 59

采用端到端方法构建声学模型，以字为建模单元，采用DCNN-CTC网络结构。

Mxnet Cnn Lstm Ctc Ocr ⭐ 50

This repo contains code written by MXNet for ocr tasks, which uses an cnn-lstm-ctc architecture to do text recognition.

Bankcard Recognizer ⭐ 46

Extracting numbers from bankcard, based on Deep Learning. 基于深度学习的银行卡号识别与定位系统。

Dfcnn Master ⭐ 38

这是一个基于全卷积神经网络的语音识别系统

Spark Ai Summit 2020 Text Extraction ⭐ 33

Ocr_cnn_ Ctc ⭐ 23

使用CNN全卷积神经网络进行整行汉字识别，正确率90-94%,后来有朋友改成densenet做主网络

Devnagari Handwritten Word Recongition With Deep Learning ⭐ 17

Use Convolutional Recurrent Neural Network to recognize the Handwritten Word text image without pre segmentation into words or characters. Use CTC loss Function to train.

Cnn_gru_ctc ⭐ 16

基于传统多标签的定长验证码识别和基于GRU+CTC的不定长验证码识别

Icdar2019 Readings ⭐ 14

Handwrittendigitsequencerec ⭐ 12

CNN + LSTM + CTC

Tensorflow_crnn ⭐ 8

Image_ocr ⭐ 8

图像字符识别

Cnn Blstm Ctc ⭐ 8

A Tensorflow Implementation of CNN BLSTM CTC Architecture

Tensorflow Captcha Recognition ⭐ 7

🌾🌾🌾 第九届大学生服务外包大赛--A16验证码识别。基于卷积神经网络，Siamese Network等方法实现光学字符识别以及基于度量学习的相似字符匹配。相关参考论文《Learning a Similarity Metric Discriminatively, with Application to Face Verification》

End2end Chinese Ocr ⭐ 7

This is end2end chinese ocr demo using CNN + BiLSTM + ctc_loss

Arithmeticcontest ⭐ 6

百度四则混合运算识别深度学习应用大赛

Degradedocr ⭐ 6

A CNN BLSTM CTC based implementation of Bangla Degraded OCR line recognition

Cnn_lstm_ctc_lpr ⭐ 6

cnn + lstm + ctc for unconstrained lpr

Ctc Ocr Tensorflow ⭐ 5

continuously mnist with rnn ctc

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