handwritten-text-recognition

There are 39 repositories under handwritten-text-recognition topic.

• githubharald / SimpleHTR

  Handwritten Text Recognition (HTR) system implemented with TensorFlow.

  deep-learninghandwritten-text-recognitionmachine-learningocrrecurrent-neural-networkstensorflow
  Language:Python 1875

• mittagessen / kraken

  OCR engine for all the languages

  ocrneural-networksalto-xmlhocrhandwritten-text-recognitionhtrlayout-analysisoptical-character-recognitionpage-xml
  Language:Python 649

• githubharald / CTCWordBeamSearch

  Connectionist Temporal Classification (CTC) decoder with dictionary and language model.

  ctcdecodertext-recognitionspeech-recognitionhandwritten-text-recognitionrecurrent-neural-networkslanguage-model
  Language:C++ 540

• solivr / tf-crnn

  TensorFlow convolutional recurrent neural network (CRNN) for text recognition

  tensorflowcrnnhtrhandwritten-text-recognition
  Language:Python 289

• 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.

  cnnblstmtensorflowdeep-neural-networkshandwritten-text-recognitioniam-datasetcrnn-tensorflowpython3deep-learningrecurrent-neural-networkctc-loss
  Language:Python 273

• lquirosd / P2PaLA

  Page to PAGE Layout Analysis Tool

  deep-neural-networkshandwritten-text-recognitiondocument-layout-analysispage-xmlpytorchpix2pixgangenerative-adversarial-networkcomputer-visionimage-segmentation
  Language:Python 189

• MyScript / myscript-text-web

  :pencil2: :cloud: The easy way to integrate text handwriting recognition in your web app.

  handwritinghandwriting-recognitionhandwritten-text-recognitionwebcomponentscloud
  Language:HTML 161

• caltechlibrary / handprint

  Apply different text recognition services to images of handwritten documents.

  ocrhtroptical-character-recognitionmachine-learninggoogle-apimicrosoft-azurelibrary-automationamazon-rekognitionamazon-textractpythonhandwritten-text-recognitiongoogle-cloudgoogle-vision-api
  Language:Python 160

• 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".

  trocrocrhandwritten-text-recognitiontransformercomputer-visionpre-trained-model
  Language:Python 153

• gasparian / CRNN-OCR-lite

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

  ocrcrnncrnn-ocrkeras-tensorflowstnspatial-transformer-networkctc-lossmobilenethandwritten-text-recognitionlstmhandwritten-character-recognition
  Language:Python 144

• IntuitionMachines / OrigamiNet

  Public implementation of our CVPR Paper "OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page TextRecognition by learning to unfold"

  ocrhandwritten-text-recognitiontext-recognitioncvpr2020
  Language:Python 141

• him4318 / Transformer-ocr

  Handwritten text recognition using transformers.

  benthamdeep-learningdetrgoogle-colabhandwritten-text-recognitionhtriamnlpocrocr-recognitionpythonpytorchtransformer
  Language:Jupyter Notebook 138

• 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.

  deeplearningocrhandwritten-text-recognition
  Language:Python 136

• Green-Wood / BTTR

  Official implementation for ICDAR 2021 best poster paper "Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer"

  handwritten-text-recognitiontransformerdeep-learningmath-recognitionpytorch-lightningpytorchlatexicdar2021
  Language:Python 112

• Green-Wood / CoMER

  Official implementation for ECCV 2022 paper "CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition"

  deep-learningeccv2022encoder-decoderhandwritten-text-recognitionlatexmath-recognitionpytorchpytorch-lightningtransformer
  Language:Python 93

• githubharald / HTRPipeline

  Detect and read handwritten words on scanned pages.

  deep-learninghandwritten-text-recognitionocrtext-detection
  Language:Python 77

• kartikgill / Easter2

  Easter2.0: IMPROVING CONVOLUTIONAL MODELS FOR HANDWRITTEN TEXT RECOGNITION

  handwriting-ocrhandwriting-recognitionhandwritten-text-recognitionhtriam-datasetocrocr-pythonoptical-character-recognitionpython3easter2
  Language:Jupyter Notebook 75

• 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-recognitioncomputer-visionnlpancient-textspython3transfer-learning
  Language:Jupyter Notebook 66

• sandsmark / recrossable

  crossword game with simplistic handwriting recognition and automatic generation of crosswords

  remarkable-tabletremarkablehandwriting-recognitionhandwritten-text-recognitioncrosswordcrossword-puzzlecrossword-generatorcrossword-game
  Language:C++ 59

• 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-networksneuralnetworkhandwriting-recognitionhandwritten-text-recognitionocrmultilayer-perceptron-networkrestricted-boltzmann-machineprincipal-component-analysishistogram-of-oriented-gradientscharacter-recognitionhandwritten-character-recognition
  Language:Jupyter Notebook 58

• abdoelsayed2016 / HKR_Dataset

  Handwritten Kazakh and Russian (HKR) database for text recognition

  handwriting-recognitionhandwritinghandwritten-text-recognitionhandwritten-character-recognitiondatabasedatasetdeep-learningconvolutional-neural-networksrussian-languagekazakhstanrecurrent-neural-networksctc-losscomputer-visionpattern-recognition
  53

• ai-forever / fusion_brain_aij2021

  Creating multimodal multitask models

  multitaskmultimodal-fusionzero-shot-object-detectionhandwritten-text-recognitionvisual-question-answeringjava-to-pythonbilingual
  Language:Jupyter Notebook 47

• doxakis / form-segmentation

  Let's explore how we can extract text from forms

  ocrhandwriting-recognitionhandwritten-text-recognitionhandwriting-ocr
  Language:Jupyter Notebook 44

• frereit / TensorflowHandwritingRecognition

  Using Tensorflow to classify the NIST Dataset 19 (Handwriting)

  tensorflowhandwriting-recognitionhandwriting-ocrhandwritten-text-recognitionpythonnistneural-networkconvolutional-neural-networksneural-networksconvolutional-layersconvolutional-neural-networkconvolutional-networkspython-3python-tensorflow
  Language:Python 40
• 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-languagesindic-scriptsocroptical-character-recognitionpythonscene-text-detectionscene-text-detection-recognitionscene-text-recognitiontamiltamil-languageocr-pythontamil-ocrocr-tamilocr-recognitioncomputer-visionnatural-language-processingtamil-nlptransformerhandwriting-recognitionhandwritten-text-recognition
  Language:Python 36

• yas-sim / handwritten-japanese-ocr

  Handwritten Japanese OCR demo using touch panel to draw the input text using Intel OpenVINO toolkit

  intelopenvinoocrjapanesetext-recognitiontext-detectiondeep-learninginference-enginehandwritten-text-recognitionocr-demodl-modelstext-regionstouch-panelpython
  Language:Python 35

• HTR-United / htr-united

  Ground Truth Resources for the HTR of patrimonial documents

  ground-truthhandwritten-text-recognitionhtrmodernxml-altofairxml-page
  Language:Python 34

• 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-recognitionhandwriting-recognition
  Language:Python 33

• 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.

  cnnblstmhandwritten-text-recognitiontensorflownepali-handwritten-recognitiondeep-learningdevnagari-handwritten-recognitioncrnn-ocr
  Language:Python 31

• hugrubsan / Offline-Handwriting-Recognition-with-TensorFlow

  tensorflowpython3deep-learningctc-lossconvolutional-neural-networkslstm-networkshandwritten-text-recognitionmachine-learningcross-validation
  Language:Python 29

• MarkMoHR / Handwriting-Number-Classification

  A computer vision project, based on cimg library and svm training, to classify handwriting number.

  cimgsvmhandwriting-numbershandwritten-digit-recognitionhandwritten-text-recognition
  Language:C++ 29

• vloison / Handwritten_Text_Recognition

  crnnhtriam-datasetctclosshandwritten-text-recognitiondata-augmentationpytorchdeep-learningcomputer-vision
  Language:Python 29

• gangooteli / Arabic-Handwritten-Text-Image-Recognition

  Convert Arabic Handwritten Images to Text

  handwritten-text-recognitionhandwriting-recognitionarabic-languagetensorflow
  Language:Python 28

• ammoradi / farsi-car-number-plate-recognition

  Iranian cars number plate detection and recognition

  image-processingcomputer-visionconvolutional-neural-networksnumber-plate-detectionnumber-plate-recognitionocrhandwritten-digit-recognitionhandwritten-text-recognitionobject-recognitionnumber-plates
  Language:Python 24

• KadenMc / PreprocessingHTR

  Pre-processing a handwritten page into word images for Handwritten Text Recognition (HTR).

  machine-learningocrhandwritten-text-recognitioncv2
  Language:Python 23

• WHaverals / CERberus

  CERberus -- guardian against character errors :dog::dog::dog:

  evaluation-metricshandwritten-text-recognitionhtrocroptical-character-recognitioncercharacter-error-rateescriptoriumtranskribus
  Language:HTML 22