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ypwhs /captcha_break

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

MaybeShewill-CV /CRNN_Tensorflow

Convolutional Recurrent Neural Networks(CRNN) for Scene Text Recognition

tensorflow ocr-recognition ctc-loss sequence-recongnition chinese-ocr crnn-tensorflow

UpdatedMay 9, 2023
Python

sirius-ai /LPRNet_Pytorch

Pytorch Implementation For LPRNet, A High Performance And Lightweight License Plate Recognition Framework.

pytorch plate-recognition ctc-loss plate-detection license-plate-recognition lprnet

UpdatedJun 21, 2023
Python

parlance /ctcdecode

PyTorch CTC Decoder bindings

machine-learning decoder pytorch beam-search ctc ctc-loss

UpdatedApr 4, 2024
C++

srvk /eesen

The official repository of the Eesen project

tensorflow speech-recognition speech-to-text kaldi asr ctc ctc-loss

UpdatedMay 23, 2019
C++

githubharald /CTCDecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

python opencl recurrent-neural-networks speech-recognition beam-search language-model handwriting-recognition ctc loss prefix-search ctc-loss token-passing best-path

UpdatedJul 26, 2021
Python

ypwhs /baiduyun_deeplearning_competition

百度云魅族深度学习应用大赛

ocr deep-learning captcha keras jupyter-notebook gru ctc-loss

UpdatedFeb 25, 2022
Jupyter Notebook

Holmeyoung /crnn-pytorch

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

ocr cnn rnn ctc-loss

UpdatedNov 6, 2019
Python

sushant097 /Handwritten-Line-Text-Recognition-using-Deep-Learning-with-Tensorflow

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.

deep-neural-networks deep-learning tensorflow cnn python3 handwritten-text-recognition ctc-loss recurrent-neural-network blstm iam-dataset crnn-tensorflow

UpdatedDec 9, 2024
Python

rakeshvar /rnn_ctc

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

python ocr theano deep-learning neural-network captcha recurrent-neural-networks lstm gru speech-recognition rnn speech-to-text ctc ctc-loss rnn-ctc

UpdatedJul 26, 2016
Python

gasparian /CRNN-OCR-lite

Lightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]

ocr lstm spatial-transformer-network handwritten-text-recognition keras-tensorflow stn ctc-loss mobilenet crnn crnn-ocr handwritten-character-recognition

UpdatedJun 12, 2019
Python

philipperemy /tensorflow-ctc-speech-recognition

Application of Connectionist Temporal Classification (CTC) for Speech Recognition (Tensorflow 1.0 but compatible with 2.0).

machine-learning tutorial deep-learning tensorflow speech-recognition speech-to-text ctc tensorflow-1-0 speech-analysis ctc-loss

UpdatedMar 4, 2021
Python

viet-asr

dangvansam /viet-asr

VietASR - Vietnamese Automatic Speech Recognition

vietnamese speech-recognition automatic-speech-recognition speech-to-text stt asr vietnamese-nlp ctc-loss vietnamese-language ctc-decode vietnamese-speech-recognition viet-tts viettts vietasr dangvansam

UpdatedOct 29, 2024
Python

silversparro /wav2letter.pytorch

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

python machine-learning deep-learning neural-network pytorch speech-recognition convolutional-neural-networks speech-to-text ctc-loss wav2letter python37

UpdatedMay 20, 2020
Python

ASR

vietai /ASR

End-to-End Vietnamese Speech Recognition using wav2vec 2.0

asr pretrained-weights ctc-loss asr-model end-to-end-speech-recognition wav2vec2

UpdatedSep 3, 2021

xmfbit /warpctc-caffe

Combine Baidu Research warpctc with Caffe

caffe captcha-image ctc-loss

UpdatedNov 25, 2021
C++

LearnedVector /Wav2Letter

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

deep-learning pytorch speech-recognition neural-networks automatic-speech-recognition convolutional-neural-networks speech-to-text asr ctc-loss wav2letter

UpdatedDec 11, 2018
Python

abdoelsayed2016 /HKR_Dataset

Handwritten Kazakh and Russian (HKR) database for text recognition

database computer-vision deep-learning recurrent-neural-networks dataset pattern-recognition convolutional-neural-networks handwriting handwriting-recognition handwritten-text-recognition ctc-loss kazakhstan handwritten-character-recognition russian-language

UpdatedAug 17, 2021

rajesh-bhat /spark-ai-summit-2020-text-extraction

keras cnn text-extraction lstm text-recognition text-detection summit ctc-loss spark-ai

UpdatedDec 7, 2020
Jupyter Notebook

jpuigcerver /pytorch-baidu-ctc

PyTorch bindinga for Baidu's Warp-CTC

cuda pytorch ctc-loss

UpdatedJun 8, 2019
Shell

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