crnn-ocr

[CVPR 2019] "Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.

tensorflow generative-adversarial-networks data-augmentation handwriting-recognition adversarial-learning crnn-ocr crnn-ctc low-resource-script thin-plate-spline featuremap-deformation word-spotting

UpdatedJul 25, 2019
Python

pooya-mohammadi /crnn-pytorch

Star49

pytorch implementation of crnn. A sample training of license plate is provided.

python ocr pytorch ocr-recognition crnn crnn-ocr license-plate-recognition crnn-pytorch persian-licenceplate pytorch-lightning

UpdatedOct 14, 2023
Python

Zhenye-Na /crnn-pytorch

Star48

✍️ Convolutional Recurrent Neural Network in Pytorch | Text Recognition

natural-language-processing computer-vision deep-learning full-stack text-recognition crnn-ocr data-labeling emnist-dataset iam-lines-dataset data-augmentations serving-predictions

UpdatedMay 1, 2019
Jupyter Notebook

sushant097 /Devnagari-Handwritten-Word-Recongition-with-Deep-Learning

Star37

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.

deep-learning tensorflow cnn handwritten-text-recognition blstm crnn-ocr nepali-handwritten-recognition devnagari-handwritten-recognition

UpdatedOct 16, 2022
Python

jimitshah77 /Focal-CTC-OMR

Star22

Focal CTC for End-To-End OMR task with Class Imbalance, SangCTC (Part I)

python computer-vision deep-learning tensorflow end-to-end class-imbalance optical-music-recognition ctc-loss crnn crnn-ocr focal-loss sangctc focalctc focal-ctc sang-ctc

UpdatedJul 2, 2020
Jupyter Notebook

VMD7 /Automate-identification-and-recognition-of-handwritten-text-from-an-image

Star20

This project offers an efficient method for identifying and recognizing handwritten text from images. Using a Convolutional Recurrent Neural Network (CRNN) for Optical Character Recognition (OCR), it effectively extracts text from images, aiding in the digitization of handwritten documents and automated text extraction.

digit-recognition handwritten-digit-recognition handwritten-text-recognition crnn crnn-ocr digit-recognition-mnist crnn-kreas crnn-tensorflow

UpdatedMay 20, 2024
Jupyter Notebook

violet-day /tensorflow-crnn

Star16

tensorflow slim Implementation crnn

tensorflow crnn crnn-ocr

UpdatedFeb 9, 2021
Jupyter Notebook

shishpalvishnoi /CRNN-Keras

Star11

CRNN (CNN+RNN) for OCR using Keras / License Plate Recognition

cnn rnn sequence-to-sequence keras-tensorflow bidirectional-lstm crnn-ocr license-plate-recognition

UpdatedSep 11, 2020
Python

vanya-robot /U-Net_OCR

Star10

OCR system built with U-Net models and CRNN.

python ocr deep-learning keras pytorch optical-character-recognition character-recognition u-net crnn crnn-ocr

UpdatedDec 24, 2022
Jupyter Notebook

kouxichao /ncnn

Star9

some works on ncnn

face-recognition armv8 image-caption crnn-ocr ncnn-model

UpdatedSep 11, 2019
C++

YenLinWu /CRNN_with_CTC_Loss

Star8

Convolutional Recurrent Neural Network (CRNN) for reading Captchas(驗證碼)

captcha crnn-ocr computer-vison crnn-ctc crnn-tensorflow

UpdatedJan 20, 2021
Jupyter Notebook

kjanjua26 /Scene-Text-OCR

Star7

This repository contains code for Scene Text OCR following the famous CRNN model. The detection part is handled by EAST and the recognition is done by CRNN.

tensorflow ocr-recognition ocr-text-reader crnn-ocr text-detection-recognition crnn-ctc crnn-tensorflow scene-ocr