GitHub topics: handwritten-text-recognition

Repositories

millercl/xslt-rdf-mr

Matrix Representation reformats images as RDF using natural ⨯ natural coordinates as a Media-Signature-Record / Structured-Data-Description. It is a positive, productive, and pragmatic introduction to semantic-web programming.

Language: Prolog - Size: 4.18 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

mittagessen/kraken

OCR engine for all the languages

Language: Python - Size: 28.3 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 808 - Forks: 140

githubharald/SimpleHTR

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

Language: Python - Size: 77.1 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 2,057 - Forks: 902

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.

Language: Python - Size: 2.19 MB - Last synced at: 11 days ago - Pushed at: 4 months ago - Stars: 307 - Forks: 125

HTR-United/htr-united

Ground Truth Resources for the HTR of patrimonial documents

Language: Python - Size: 31.6 MB - Last synced at: 9 days ago - Pushed at: 15 days ago - Stars: 42 - Forks: 39

BharathwajManoharan/Tamil_Handwriting_AI

This repository features my first machine learning project, developed during my second year as a university student. It focuses on recognizing and detecting handwritten Tamil characters using machine learning techniques.

Language: Python - Size: 5.3 MB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1

PastaLaPate/LineRemoverNN

Using CNNs to remove ruled lines from an image

Language: Python - Size: 149 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 2 - Forks: 1

bluegreen-labs/weahtr

Climate transcription workflow routines

Language: Python - Size: 161 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 1 - Forks: 0

gnana70/tamil_ocr

OCR Tamil is a powerful tool that can detect and recognize text in Tamil images with high accuracy on Natural Scenes

Language: Python - Size: 820 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 60 - Forks: 10

ammoradi/farsi-car-number-plate-recognition

Iranian cars number plate detection and recognition

Language: Python - Size: 5.26 MB - Last synced at: 9 days ago - Pushed at: about 6 years ago - Stars: 25 - Forks: 3

githubharald/CTCWordBeamSearch

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

Language: C++ - Size: 1.84 MB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 564 - Forks: 162

githubharald/HTRPipeline

Detect and read handwritten words on scanned pages.

Language: Python - Size: 3.41 MB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 118 - Forks: 36

caltechlibrary/handprint

Apply different text recognition services to images of handwritten documents.

Language: Python - Size: 164 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 176 - Forks: 19

theiturhs/handwritten-sentence-prediction

This project is a comprehensive solution for recognizing handwritten digits and text from images, with functionalities for training, testing, and usage, making it suitable for tasks like cheque amount verification and other handwritten text recognition applications.

Language: Jupyter Notebook - Size: 1.31 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

AI-Riksarkivet/htrflow

HTRflow is the underlying engine for our HTR-pipeline

Language: Python - Size: 30 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 45 - Forks: 7

mohamed-ladjal-AI/PharmaScan

PharmaScan is a Streamlit-based web app that uses a custom YOLOv5 model to automatically detect and extract medication details—such as drug names, quantities, and dosage instructions—from scanned doctor prescriptions.

Language: Python - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

jbaudru/llm-ocr-htr-historical-text-recognition

We explore the ability of two LLMs -- GPT-4o and Claude Sonnet 3.5 -- to transcribe historical handwritten documents in a tabular format and compare their performance to traditional OCR/HTR systems: EasyOCR, Keras, Pytesseract, and TrOCR.

Language: Jupyter Notebook - Size: 1.15 GB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

longNguyen010203/AI-Handwriting-Recognition

Size: 14 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

Hedrax/Invizo-OCR

This project offers an end-to-end Arabic OCR solution for handwritten and printed text on template-based documents. It uses DBNet detection model trained on Arabic handwriting and a robust Recognition model. The application enables batch recognition process of documents with the same type for real-world OCR tasks.

Language: Java - Size: 44.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

sleep3r/Diffusion-Handwriting-Generation.pytorch

Diffusion Model for Online Handwriting Generation

Language: Python - Size: 1.33 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 3 - Forks: 4

sandsmark/recrossable

crossword game with simplistic handwriting recognition and automatic generation of crosswords

Language: C++ - Size: 4.03 MB - Last synced at: 9 days ago - Pushed at: over 4 years ago - Stars: 65 - Forks: 11

YutingLi0606/HTR-VT

(Pattern Recognition) Pytorch implementation of “HTR-VT: Handwritten Text Recognition with Vision Transformer”

Language: Python - Size: 3.39 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 51 - Forks: 6

Mahdi-hasan-shuvo/Handwriting-Recognition

Python, Computer Vision, Machine Learning, Deep Learning, CNN, Image Classification, Image Recognition

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

naveenmarthala/Handwritten-word-recognition-OCR----IAM-dataset---CNN-and-BiRNN

handwritten word recognition with IAM dataset using CNN-Bi-LSTM and Bi-GRU implementation.

Language: Jupyter Notebook - Size: 312 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 20 - Forks: 10

muthu-kumar-u/DigitTextRecognition-CNN

This repo contain training deep learning model for handwritten text recognition using CNNs with CTC loss, designed for image-to-sequence tasks

Language: Python - Size: 12.7 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

completementgaga/hwtools

A library to parse Handwritten Text

Language: Python - Size: 627 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

lezaf/quaternion-phocnet

Image keyword spotting (KWS) system for handwritten documents that utilizes quaternion-analysis based methods to create a parameters-efficient network. It works as a tool to retrieve scanned pages from a collection containing a specific query word.

Language: Python - Size: 1.24 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

LakshayD02/Handwritten_Digital_Recognition

A simple AI model that can recognize handwritten digits. Training a model to identify digits (0-9) written by users and then predicting which digit is written.

Language: HTML - Size: 136 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 7 - Forks: 2

carmocca/PyLaia-examples

A set of experiments using PyLaia on different datasets

Language: Shell - Size: 2.85 MB - Last synced at: 18 days ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 3

allelbhagya/ocr-characters

optical character recognition - 97.2% accuracy

Language: Jupyter Notebook - Size: 20.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

blazej222/PG-HWLD

Custom dataset for training and testing AI OCR models.

Language: Python - Size: 2.39 MB - Last synced at: 24 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

jadhaoanshul/HandOwn

HandOwn turns your text into lifelike handwriting ✏️✏️, adding charm and authenticity to your words. Perfect for notes, projects, or presentations—customize effortlessly and stand out with HandOwn!✍🏼✍🏼

Language: HTML - Size: 370 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

gasparian/CRNN-OCR-lite

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

Language: Python - Size: 136 MB - Last synced at: about 1 hour ago - Pushed at: almost 6 years ago - Stars: 148 - Forks: 29

vndee/vnondb-extractor

VNOnDB dataset extractor. This dataset can be use for build deep learning model to attack vietnamese handwritten text recognition problem.

Language: Python - Size: 21.5 KB - Last synced at: 21 days ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 3

EPSOFT/Simple-Neural-Network-for-Recognizing-Farsi-Handwritten-Digits

code recognition persian handwritten

Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 0

Hedrax/AHDoc

Solution based on Text Detection with Differentiable Binarization and Adaptive Scale Fusion method and CNN-BLSTM-CTC OCR engine to convert a Handwritten Arabic document image into well-structured data.

Language: Python - Size: 3.44 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

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".

Language: Python - Size: 1.31 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 185 - Forks: 27

BarbaraRacha/Mini-Projet-Handwriting-Recognition-with-BiLSTM

Develop a handwriting recognition system using BiLSTM to identify texts from images.

Language: Jupyter Notebook - Size: 536 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

vloison/Handwritten_Text_Recognition

Language: Python - Size: 132 MB - Last synced at: 19 days ago - Pushed at: over 4 years ago - Stars: 33 - Forks: 5

DavidAlmagro/HandwritingRecognition_KMeans

Clustering handwritten digit images using K-Means to identify patterns without labeled data.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

KadenMc/PreprocessingHTR

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

Language: Python - Size: 25.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 27 - Forks: 4

georgeretsi/HTR-best-practices

Basic HTR concepts/modules to boost performance

Language: Python - Size: 25.6 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 21 - Forks: 5

ai-forever/fusion_brain_aij2021

Creating multimodal multitask models

Language: Jupyter Notebook - Size: 4.29 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 50 - Forks: 15

MarkMoHR/Handwriting-Number-Classification

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

Language: C++ - Size: 2.55 MB - Last synced at: about 6 hours ago - Pushed at: almost 8 years ago - Stars: 30 - Forks: 18

prakharjadaun/MediLink Fork of prakratisingh/MediLink

A safer way to organize your handwritten medical prescriptions with the functionality of blockchain.

Language: Jupyter Notebook - Size: 223 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

bluegreen-labs/weaHTR_model

HTR/OCR for climate data model development

Language: Python - Size: 252 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

lquirosd/P2PaLA 📦

Page to PAGE Layout Analysis Tool

Language: Python - Size: 849 KB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 191 - Forks: 42

galax19ksh/Handwritten-Meitei-Mayek-Recognition

building a deep learning model to recognize Handwritten Meitei Mayek characters using CNN

Language: Python - Size: 46.9 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

PellelNitram/OnlineHTR

Online Handwritten Text Recognition (HTR) system implemented with PyTorch. Based on https://doi.org/10.1007/s10032-020-00350-4.

Language: Jupyter Notebook - Size: 1.83 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

madeyoga/Handwritten-Text-Recognition

Train a Text Recognition CRNN model with Tensorflow2 & Keras & IAM Dataset. Convolutional Recurrent Neural Network. CTC.

Language: Jupyter Notebook - Size: 2.19 MB - Last synced at: 13 days ago - Pushed at: almost 5 years ago - Stars: 20 - Forks: 5

bsesic/hebrewmnist

Hebrew Letters MNIST Dataset

Language: Jupyter Notebook - Size: 18.6 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Lakshitalearning/CODSOFT

Machine Learning Projects - CODSOFT Internship: This repository showcases my machine learning projects completed during my internship at Codsoft. It demonstrates my skills in developing innovative solutions using various ML techniques and tools.

Language: Python - Size: 6.78 MB - Last synced at: 14 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

MyScript/myscript-text-web 📦

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

Language: HTML - Size: 28.3 MB - Last synced at: 20 days ago - Pushed at: over 4 years ago - Stars: 165 - Forks: 32

yas-sim/handwritten-japanese-ocr

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

Language: Python - Size: 821 KB - Last synced at: 23 days ago - Pushed at: about 3 years ago - Stars: 38 - Forks: 6

frereit/TensorflowHandwritingRecognition 📦

Using Tensorflow to classify the NIST Dataset 19 (Handwriting)

Language: Python - Size: 43.9 MB - Last synced at: 8 days ago - Pushed at: over 6 years ago - Stars: 41 - Forks: 19

SreeEswaran/Handwritten-digit-Classification

This project implements a Convolutional Neural Network (CNN) to classify handwritten digits from the MNIST dataset. The model is built using TensorFlow and Keras.

Language: Jupyter Notebook - Size: 19.5 KB - Last synced at: 14 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

kartikgill/taco-box

An implementation of Tiling and Corruption (TACo) Augmentations for OCR/HTR

Language: Jupyter Notebook - Size: 2.38 MB - Last synced at: 2 days ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 3

ShambaC/Handwritten-Text-Recognition

Handwritten text recognition using CNN with EMNIST dataset

Language: Python - Size: 1.36 MB - Last synced at: 12 days ago - Pushed at: 8 months ago - Stars: 7 - Forks: 1

caltechlibrary/documentarist

Process Caltech Archives' digital documents and photos, and annotate each page or image with information about its contents

Language: Python - Size: 519 KB - Last synced at: 7 days ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 4

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.

Language: Python - Size: 643 KB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 140 - Forks: 28

YasinShafiei/Handwritten-text-recognition

Handwritten text recognition with TensorFlow

Language: Jupyter Notebook - Size: 313 KB - Last synced at: 16 days ago - Pushed at: 9 months ago - Stars: 9 - Forks: 1

ShambaC/Project-SEM-6

Handwritten text recognition with LSTM RNN using IAM dataset

Language: Python - Size: 17.6 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

DCS-training/Transkribus

Introductory Course on Transkribus and HTR. Go to the readme file

Size: 160 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

MEROO1010/Handwriting-Recognition

Handwriting Recognition in jupyter notebook

Language: Jupyter Notebook - Size: 54.7 KB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

avishekchy45/BD-HDR-WEB Fork of Ahasanhossen/BD-HDR-WEB

A customized Convolutional Neural Network (CNN) based Offline Handwritten Bengali District Names Recognizer.

Language: Python - Size: 27.6 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Ahasanhossen/BD-HDR-WEB

A customized Convolutional Neural Network (CNN) based Offline Handwritten Bengali District Names Recognizer.

Language: Python - Size: 27.6 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 1

sreyasaju/inscribe

Handwriting recognition using EasyOCR

Language: Python - Size: 34.2 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

ikergarcia1996/Handwritten-Names-Recognition

The goal of this project is to solve the task of name transcription from handwriting images implementing a NN approach.

Language: Jupyter Notebook - Size: 158 MB - Last synced at: 19 days ago - Pushed at: over 7 years ago - Stars: 59 - Forks: 30

Moment-Capture/Point-Checker

객체 인식과 OCR을 활용한 객관·단답식 시험지 채점 AI 소프트웨어 (Yolov8, EasyOCR, tamil-ocr used)

Language: Python - Size: 302 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 1

Moment-Capture/Point-Checker-Server

객체 인식과 OCR을 활용한 객관·단답식 시험지 채점 AI 소프트웨어 (Yolov8, EasyOCR, tamil-ocr used)

Language: Jupyter Notebook - Size: 1.33 GB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

Sshanu/ml_HR

Programming Club IIT Kanpur Summer Project

Language: Jupyter Notebook - Size: 205 MB - Last synced at: 19 days ago - Pushed at: about 8 years ago - Stars: 10 - Forks: 9

X-rayLaser/label-free-handwritten-text-recognition-learner

Deep learning toolkit for building handwritten word recognition system without labeled data

Language: Python - Size: 159 KB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 1

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

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.

Language: Jupyter Notebook - Size: 159 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 14 - Forks: 8

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

Language: Jupyter Notebook - Size: 5.93 MB - Last synced at: 2 days ago - Pushed at: about 4 years ago - Stars: 66 - Forks: 9

lquirosd/Order_Relation_Operator

Learning to Sort Handwritten Text Lines in Reading Order through Estimated Binary Order Relations

Language: Python - Size: 44.9 KB - Last synced at: 8 days ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 2

Praneet9/Smart_Editor

A web app to convert handwritten forms to digital forms. Initially you are supposed to upload a template of your form that isn't filled. If the templates of your form is already available, you just need to upload your handwritten form and it will be converted to digital text.

Language: Jupyter Notebook - Size: 392 MB - Last synced at: 13 days ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 12

crusnic-corp/BN-DRISHTI

Line and Word Segmentation for Bangla Handwritten Text Recognition

Language: Jupyter Notebook - Size: 169 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 2

reepc/Handwriting-text-recognition-with-ChatGPT-Correction

Language: Python - Size: 892 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 5 - Forks: 1

HossamBalaha/HMBD-v1

HMBD: Arabic Handwritten Characters Dataset

Size: 225 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 3

vishant-mehta/Optical-Character-Recognition

Optical character recognition is the translation of handwritten, typewritten, or printed paper into machine editable text by using any scanning device or software. It is a field of research in pattern recognition, machine vision, and artificial intelligence. And each year, this technology helps us free large amounts of physical storage space once given over to file cabinets and boxes of paper documents. We have proposed a model that uses Pytesseract and CRNN to convert scanned images of input documents into machine editable text.

Language: Jupyter Notebook - Size: 3.44 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0