handwritten-text-recognition

There are 45 repositories under handwritten-text-recognition topic.

githubharald / SimpleHTR
Handwritten Text Recognition (HTR) system implemented with TensorFlow.
handwritten-text-recognition ocr recurrent-neural-networks tensorflow deep-learning machine-learning
Language:Python 2099
mittagessen / kraken
OCR engine for all the languages
ocr neural-networks alto-xml hocr handwritten-text-recognition htr layout-analysis optical-character-recognition page-xml
Language:Python 807
githubharald / CTCWordBeamSearch
Connectionist Temporal Classification (CTC) decoder with dictionary and language model.
ctc decoder text-recognition speech-recognition handwritten-text-recognition recurrent-neural-networks language-model
Language:C++ 567
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.
blstm cnn crnn-tensorflow ctc-loss deep-learning deep-neural-networks handwritten-text-recognition iam-dataset python3 recurrent-neural-network tensorflow
Language:Python 307
solivr / tf-crnn
TensorFlow convolutional recurrent neural network (CRNN) for text recognition
tensorflow crnn htr handwritten-text-recognition
Language:Python 291
rsommerfeld / trocr
Powerful handwritten text recognition. A simple-to-use, unofficial implementation of the paper "TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models".
computer-vision handwritten-text-recognition ocr pre-trained-model transformer trocr
Language:Python 196
lquirosd / P2PaLA
Page to PAGE Layout Analysis Tool
computer-vision deep-neural-networks document-layout-analysis gan generative-adversarial-network handwritten-text-recognition image-segmentation page-xml pix2pix pytorch
Language:Python 191
caltechlibrary / handprint
Apply different text recognition services to images of handwritten documents.
amazon-rekognition amazon-textract google-api google-cloud google-vision-api handwritten-text-recognition htr library-automation machine-learning microsoft-azure ocr optical-character-recognition python
Language:Python 176
MyScript / myscript-text-web
:pencil2: :cloud: The easy way to integrate text handwriting recognition in your web app.
handwriting handwriting-recognition handwritten-text-recognition webcomponents cloud
Language:HTML 165
intel / handwritten-chinese-ocr-samples
End-to-end model training and deployment reference for handwritten Chinese text recognition, and can also be extended to other languages.
deeplearning ocr handwritten-text-recognition
Language:Python 163
him4318 / Transformer-ocr
Handwritten text recognition using transformers.
handwritten-text-recognition transformer google-colab ocr-recognition deep-learning bentham pytorch detr iam python ocr nlp htr
Language:Jupyter Notebook 157
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 148
IntuitionMachines / OrigamiNet
Public implementation of our CVPR Paper "OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page TextRecognition by learning to unfold"
ocr handwritten-text-recognition text-recognition cvpr2020
Language:Python 144
githubharald / HTRPipeline
Detect and read handwritten words on scanned pages.
deep-learning handwritten-text-recognition ocr text-detection
Language:Python 127
Green-Wood / BTTR
Official implementation for ICDAR 2021 best poster paper "Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer"
handwritten-text-recognition transformer deep-learning math-recognition pytorch-lightning pytorch latex icdar2021
Language:Python 125
Green-Wood / CoMER
Official implementation for ECCV 2022 paper "CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition"
deep-learning eccv2022 encoder-decoder handwritten-text-recognition latex math-recognition pytorch pytorch-lightning transformer
Language:Python 122
kartikgill / Easter2
Easter2.0: IMPROVING CONVOLUTIONAL MODELS FOR HANDWRITTEN TEXT RECOGNITION
handwriting-ocr handwriting-recognition handwritten-text-recognition htr iam-dataset ocr ocr-python optical-character-recognition python3 easter2
Language:Jupyter Notebook 79
abdoelsayed2016 / HKR_Dataset
Handwritten Kazakh and Russian (HKR) database for text recognition
handwriting-recognition handwriting handwritten-text-recognition handwritten-character-recognition database dataset deep-learning convolutional-neural-networks russian-language kazakhstan recurrent-neural-networks ctc-loss computer-vision pattern-recognition
67
ai-forever / digital_peter_aij2020
Materials of the AI Journey 2020 competition dedicated to the recognition of Peter the Great's manuscripts, https://ai-journey.ru/contest/task01
handwritten-text-recognition computer-vision nlp ancient-texts python3 transfer-learning
Language:Jupyter Notebook 66
sandsmark / recrossable
crossword game with simplistic handwriting recognition and automatic generation of crosswords
remarkable-tablet remarkable handwriting-recognition handwritten-text-recognition crossword crossword-puzzle crossword-generator crossword-game
Language:C++ 65
YutingLi0606 / HTR-VT
(Pattern Recognition) Pytorch implementation of “HTR-VT: Handwritten Text Recognition with Vision Transformer”
handwriting-ocr handwriting-recognition handwritten-character-recognition handwritten-digit-recognition handwritten-text-recognition ocr
Language:Python 63
tamil_ocr
gnana70 / tamil_ocr
OCR Tamil is a powerful tool that can detect and recognize text in Tamil images with high accuracy on Natural Scenes
indic-languages indic-scripts ocr optical-character-recognition python scene-text-detection scene-text-detection-recognition scene-text-recognition tamil tamil-language ocr-python tamil-ocr ocr-tamil ocr-recognition computer-vision natural-language-processing tamil-nlp transformer handwriting-recognition handwritten-text-recognition
Language:Python 62
ikergarcia1996 / Handwritten-Names-Recognition
The goal of this project is to solve the task of name transcription from handwriting images implementing a NN approach.
neural-networks neuralnetwork handwriting-recognition handwritten-text-recognition ocr multilayer-perceptron-network restricted-boltzmann-machine principal-component-analysis histogram-of-oriented-gradients character-recognition handwritten-character-recognition
Language:Jupyter Notebook 59
ai-forever / fusion_brain_aij2021
Creating multimodal multitask models
multitask multimodal-fusion zero-shot-object-detection handwritten-text-recognition visual-question-answering java-to-python bilingual
Language:Jupyter Notebook 50
AI-Riksarkivet / htrflow
HTRflow is the underlying engine for our HTR-pipeline
handwritten-text-recognition htr text-detection text-recognition core htrflow htrflow-core
Language:Python 49
doxakis / form-segmentation
Let's explore how we can extract text from forms
handwriting-ocr handwriting-recognition handwritten-text-recognition ocr
Language:Jupyter Notebook 47
HTR-United / htr-united
Ground Truth Resources for the HTR of patrimonial documents
ground-truth handwritten-text-recognition htr modern xml-alto fair xml-page
Language:Python 42
frereit / TensorflowHandwritingRecognition
Using Tensorflow to classify the NIST Dataset 19 (Handwriting)
tensorflow handwriting-recognition handwriting-ocr handwritten-text-recognition python nist neural-network convolutional-neural-networks neural-networks convolutional-layers convolutional-neural-network convolutional-networks python-3 python-tensorflow
Language:Python 41
yas-sim / handwritten-japanese-ocr
Handwritten Japanese OCR demo using touch panel to draw the input text using Intel OpenVINO toolkit
intel openvino ocr japanese text-recognition text-detection deep-learning inference-engine handwritten-text-recognition ocr-demo dl-models text-regions touch-panel python
Language:Python 38
sushant097 / Devnagari-Handwritten-Word-Recongition-with-Deep-Learning
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 blstm handwritten-text-recognition tensorflow nepali-handwritten-recognition deep-learning devnagari-handwritten-recognition crnn-ocr
Language:Python 36
jsyqrt / hwr-address
(Deprecated) deep learning based Chinese handwriting character recognition, 基于深度学习的手写汉字地址识别
handwritten-text-recognition handwriting-recognition
Language:Python 35
vloison / Handwritten_Text_Recognition
crnn htr iam-dataset ctcloss handwritten-text-recognition data-augmentation pytorch deep-learning computer-vision
Language:Python 33
KadenMc / PreprocessingHTR
Pre-processing a handwritten page into word images for Handwritten Text Recognition (HTR).
machine-learning ocr handwritten-text-recognition cv2
Language:Python 31
gangooteli / Arabic-Handwritten-Text-Image-Recognition
Convert Arabic Handwritten Images to Text
handwritten-text-recognition handwriting-recognition arabic-language tensorflow
Language:Python 30
hugrubsan / Offline-Handwriting-Recognition-with-TensorFlow
tensorflow python3 deep-learning ctc-loss convolutional-neural-networks lstm-networks handwritten-text-recognition machine-learning cross-validation
Language:Python 30
MarkMoHR / Handwriting-Number-Classification
A computer vision project, based on cimg library and svm training, to classify handwriting number.
cimg svm handwriting-numbers handwritten-digit-recognition handwritten-text-recognition
Language:C++ 30

handwritten-text-recognition

githubharald / SimpleHTR

mittagessen / kraken

githubharald / CTCWordBeamSearch

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

solivr / tf-crnn

rsommerfeld / trocr

lquirosd / P2PaLA

caltechlibrary / handprint

MyScript / myscript-text-web

intel / handwritten-chinese-ocr-samples

him4318 / Transformer-ocr

gasparian / CRNN-OCR-lite

IntuitionMachines / OrigamiNet

githubharald / HTRPipeline

Green-Wood / BTTR

Green-Wood / CoMER

kartikgill / Easter2

abdoelsayed2016 / HKR_Dataset

ai-forever / digital_peter_aij2020

sandsmark / recrossable

YutingLi0606 / HTR-VT

gnana70 / tamil_ocr

ikergarcia1996 / Handwritten-Names-Recognition

ai-forever / fusion_brain_aij2021

AI-Riksarkivet / htrflow

doxakis / form-segmentation

HTR-United / htr-united

frereit / TensorflowHandwritingRecognition

yas-sim / handwritten-japanese-ocr

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

jsyqrt / hwr-address

vloison / Handwritten_Text_Recognition

KadenMc / PreprocessingHTR

gangooteli / Arabic-Handwritten-Text-Image-Recognition

hugrubsan / Offline-Handwriting-Recognition-with-TensorFlow

MarkMoHR / Handwriting-Number-Classification