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ctc-loss

Here are 59 public repositories matching this topic...

MaybeShewill-CV / CRNN_Tensorflow

Convolutional Recurrent Neural Networks(CRNN) for Scene Text Recognition

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

Updated May 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

Updated Jun 21, 2023
Python

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

Updated Jul 26, 2021
Python

Holmeyoung / crnn-pytorch

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

ocr cnn rnn ctc-loss

Updated Nov 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

Updated Oct 28, 2022
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

Updated Jul 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

Updated Jun 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

Updated Mar 4, 2021
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

Updated May 20, 2020
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

Updated Oct 29, 2024
Python

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

Updated Dec 11, 2018
Python

xinghedyc / mxnet-cnn-lstm-ctc-ocr

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

ocr mxnet cnn bidirectional-lstm ctc-loss

Updated Oct 13, 2017
Python

iamjanvijay / rnnt

An implementation of RNN-Transducer loss in TF-2.0.

ctc-loss asr-decoder asr-model transducer-loss rnnt

Updated Mar 25, 2023
Python

tranbahien / CTC-OCR

A TensorFlow implementation of hybird CNN-LSTM model with CTC loss for OCR problem

ocr deep-learning tensorflow ctc-loss

Updated Mar 11, 2019
Python

xmfbit / captcha-recognition

End-to-end captcha image recognition using PyTorch and CTC loss binding.

captcha pytorch ctc-loss

Updated Nov 5, 2017
Python

hugrubsan / Offline-Handwriting-Recognition-with-TensorFlow

machine-learning deep-learning tensorflow cross-validation python3 convolutional-neural-networks handwritten-text-recognition ctc-loss lstm-networks

Updated Apr 16, 2018
Python

ugnelis / tensorflow-rnn-ctc

RNN CTC by using TensorFlow.

tensorflow sound rnn ctc tensorflow-examples ctc-loss rnn-ctc

Updated May 1, 2019
Python

ysig / learnable-typewriter

The Learnable Typewriter: A Generative Approach to Text Line Analysis

ocr computer-vision deep-learning sprites supervised-learning unsupervised-learning htr image-decomposition ctc-loss paleography

Updated Oct 31, 2024
Python

georgeretsi / HTR-ctc

Pytorch implementation of HTR on IAM dataset (word or line level + CTC loss)

cnn pytorch lstm handwritten-text-recognition ctc-loss iam-dataset

Updated Jul 28, 2022
Python

type-a / speechnet

Automatic Speech Recognition

data-science machine-learning deep-neural-networks deep-learning recurrent-neural-networks speech-synthesis speech-recognition beam-search convolutional-neural-networks speech-analysis ctc-loss speech-enhancement

Updated Aug 24, 2018
Python

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