handwritten-character-recognition | Topic

Topic: "handwritten-character-recognition"

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: over 1 year ago - Pushed at: almost 6 years ago - Stars: 134 - Forks: 29

Mignet/chinese-write-handling-char-recognition

汉字手写识别

Language: Python - Size: 720 KB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 110 - Forks: 30

karolzak/boxdetect

BoxDetect is a Python package based on OpenCV which allows you to easily detect rectangular shapes like character or checkbox boxes on scanned forms.

Language: Python - Size: 7.43 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 109 - Forks: 20

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: 18 days ago - Pushed at: over 7 years ago - Stars: 59 - Forks: 30

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

abdoelsayed2016/HKR_Dataset

Handwritten Kazakh and Russian (HKR) database for text recognition

Size: 5.78 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 40 - Forks: 3

tobiasfshr/online-handwritten-character-recognition-capacitive-sensors

Evaluation of different machine learning models on the task of online handwritten character recognition

Language: Python - Size: 155 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 14 - Forks: 4

ichisadashioko/kanji-recognition-android

kanji handwriting input on android with TensorFlow Lite

Language: Java - Size: 6.47 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 2

mahadi-nahid/Zilla-64-Dataset

Zilla-64: A Bangla Handwritten Word Dataset Of 64 Districts Name of Bangladesh and Recognition Using Holistic Approach

Size: 15.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 2

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: 6 days ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 4

ngthanhtin/Line_Segmentation

Line Segmentation Based on Bi-variate Gauss Statistic and Distance Metric

Language: Jupyter Notebook - Size: 6.87 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 4

coding-ai/raspberrypi_handwritten_recognition

Virtual Pen + Recognition of handwritten digits

Language: Python - Size: 16.6 KB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 1

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: 12 days ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 12

ShambaC/Handwritten-Text-Recognition

Handwritten text recognition using CNN with EMNIST dataset

Language: Python - Size: 1.36 MB - Last synced at: 11 days ago - Pushed at: 8 months ago - Stars: 7 - Forks: 1

akarsh-saxena/Textify

An android application which extracts handwritten text from an image.

Language: Java - Size: 20.9 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 2

madeyoga/EMNIST-CNN

Handwritten Character Recognition. EMNIST dataset on Kaggle. Tensorflow2 - Keras - CNN - 0.85 evaluation.

Language: Jupyter Notebook - Size: 65.4 KB - Last synced at: 12 days ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 1

shiqimei/digit-recognition

Recognize the handwritten digits online with FCNet which is powered by MNIST dataset 😄

Language: Python - Size: 26 MB - Last synced at: 18 days ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 2

srdg/bangla-dl

Classifying handwritten Bengali alphabet characters in real-time using OpenCV and Keras.

Language: Jupyter Notebook - Size: 26.3 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 1

kirtanc25/Gujarati_Handwritten_Character_Recognition

Gujarati Handwritten Character Recognition Project.

Language: Jupyter Notebook - Size: 96.7 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2

develooper1994/handwritten_text_recognition

handwritten text recognition with mxnet and gluon. Thanks to https://pythonawesome.com/handwritten-text-recognition-ocr-with-mxnet-gluon/

Language: Jupyter Notebook - Size: 118 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 3

gulabpatel/Image_Processing

Language: Jupyter Notebook - Size: 15.5 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

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

khasbilegt/numiner

MNIST like dataset creation tool for Handwritten Text Recognition.

Language: Python - Size: 648 KB - Last synced at: 7 days ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

Kishlay-notabot/dcda

Language: JavaScript - Size: 1.16 GB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 3 - Forks: 0

M-Quadra/MQHandwritingRecognition

基于系统库实现的汉字单字手写识别

Language: Swift - Size: 171 KB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

coastalcph/mgr-birthdates

Dataset of birth dates from Danish parish records

Size: 152 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

kmjawadurrahman/bengali-grapheme-classifier-app

An application to classify handwritten Bengali graphemes.

Language: Jupyter Notebook - Size: 50 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

Md-Ali-Azad/BHCR-using-DConvAENNet

Language: Jupyter Notebook - Size: 4.88 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0

hariperisetla/Devanagari-Handwritten-Character-Recognition-CNN

A convolutional neural network (CNN, or ConvNet) is a class of deep neural networks, most commonly applied to analyzing visual imagery. They are also known as shift invariant or space invariant artificial neural networks (SIANN), based on their shared-weights architecture and translation invariance characteristics. They have applications in image and video recognition, recommender systems, image classification, medical image analysis, natural language processing, brain-computer interfaces, and financial time series.

Language: Jupyter Notebook - Size: 2.1 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

jenil123/Mathematical-Equation-Detection-in-a-image

This project aims at getting polynomial equation present in the image

Language: Jupyter Notebook - Size: 151 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

taka-rl/handwriting-digit-character-recognition

Handwriting Digit & Character Recognition (Flask + TensorFlow)

Language: Python - Size: 27 MB - Last synced at: 19 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

GabrielEdradan/HMC-Grad

Automate handwritten multiple-choice test grading with HMC-Grad, using a CNN trained in PyTorch on the EMNIST dataset and OpenCV for image processing. Input the correction key and the images of the answer sheets to receive each one's correctness and score, along with item and score analysis, in CSV and XLSX formats, and the annotated images as JPG.

Language: Jupyter Notebook - Size: 5.72 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

nvfp/Handwritten-Character-Recognition

Visualizing fully connected neural networks

Language: Python - Size: 7.08 MB - Last synced at: 10 days ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

jayprakashkumar1/ocrAndroid

Handwritting recognition in react native

Language: Objective-C - Size: 1.67 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

danijelLoc/OCR-Dataset-Collector

Collect handwritten characters for classification.

Language: Python - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

Abduttayyeb/Handwritten-Alphabet-Recognition-EMNIST

Handwritten Alphabet & Digit Recognition Web Application

Language: HTML - Size: 11.1 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

bilalmehrban/A-novel-framework-for-generating-handwritten-datasets

The performance of deep learning algorithms is highly dependent on the size and diversity of data. However, for handwritten character recognition, dataset creation, segmentation, and labeling are time consuming and laborious tasks and not much researched.

Size: 5.86 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

austincorum/Character-Recognition-Classification

Character recognition task: classification of handwritten numerals

Language: Python - Size: 2.37 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

sumanthgubbala/Handwritten-Character-Recognition

Language: Jupyter Notebook - Size: 51.8 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

Kotbenek/Hiragana-recognition

Handwritten hiragana recognition software

Language: Python - Size: 2.34 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

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

CorvusBrachyrhynchos/Handwritten-Multiple-Choice-Test-Evaluator

Automate the evaluation of handwritten multiple-choice tests using our implementation, built with OpenCV, for image preprocessing, and PyTorch, for training a custom image classifier on the EMNIST dataset.

Language: Jupyter Notebook - Size: 5.15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

MangoHiller/ProjetCHROME

🔢🖋️ ProjetCHROME - Reconnaissance de formules mathématiques manuscrites. Ce projet transforme des expressions mathématiques écrites à la main (InkML) en formats numériques. 🤖💡 Il intègre des techniques de vision par ordinateur et d'apprentissage profond pour un traitement complet : segmentation, classification et sélection de symboles. 📚🔍

Language: Jupyter Notebook - Size: 1.95 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

prys0000/archives-handwriting-text-extract-project

Project files, scripts, configurations, and workflow publications for the Archives-Textract Test Project

Language: Python - Size: 61.3 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

WajahatRiaz/HandwrittenUrduCharacterRecognition

Handwritten Urdu Character Recognition in Machine Learning using Scikit-learn

Language: Python - Size: 21.5 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 2

pankajsingh016/HandWritten-English-Alphabet-Character-Recognition

Language: Python - Size: 9.84 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

michael-halim/final-project-machine-learning

💻 🧠✍Final Project Machine Learning to make Handwritten Character Recognition (A-Z) with MNIST data. We classified A-Z Handwritten Character with Machine Learning method Neural Network

Language: Jupyter Notebook - Size: 15 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

kanchitank/Handwritten-Character-Recognition

Handwritten Character/Alphabet recognition using CNN.

Language: Jupyter Notebook - Size: 3.29 MB - Last synced at: 17 days ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 2

shantanu-ai/Handwritten-Character-Recognition

Fundamentals of Machine Learning (EEL5840) final project.

Language: Python - Size: 599 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 2

Srivatsank1/mnist-sign

Language: Python - Size: 30.2 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

sauravrt/DHCD_Dataset Fork of Prasanna1991/DHCD_Dataset

Devnagari Handwritten Characters Dataset (DHCD)

Language: Jupyter Notebook - Size: 34.8 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

a2subedi/Digiboard

An android app to simplify dataset generation for digits/symbols/letters.

Language: Java - Size: 232 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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

vellt/CNN_ML_Mestint

Deep Learning (CNN)-based web application for recognizing and evaluating handwritten mathematical expressions.

Language: JavaScript - Size: 9.48 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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

MKPTechnicals/Gujarati-Handwritten-Characters-Dataset

Size: 105 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

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

itsrumana/RealTime-Handwritten-Kannada-Character-Recognition

Predicting kannada digits and alphabets (40+classes) by voluntarily drawing them in real time using 3DPaint tool.

Language: Jupyter Notebook - Size: 4.47 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

jo-valer/tesseract-ocr-enhanced

Preprocessing methods to enhance Tesseract-OCR in the case of printed text on difficult background, or handwritten text on lined/squared paper.

Language: Jupyter Notebook - Size: 16 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Sgvkamalakar/Meetei-Mayek-Character-Recogntion

Meetei Mayek Character Recognition: Hybrid CNN+LSTM model for Meetei Mayek script recognition.

Language: Jupyter Notebook - Size: 4.96 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Meenu00615/Handwritten-image-Recognition-using-Deep-Learning

ML Codefest

Language: Jupyter Notebook - Size: 3.95 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Gpanaritis/Handwriting-Sensor-Recognition

Recognize hand-drawn letters in the air using a kinetic sensor.

Language: Jupyter Notebook - Size: 3.6 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

abdulla20-8/AlexNet_HandWritten_Recognition_Central_Kurdish

AlexNet Model Testing In A Vast Dataset for Kurdish Digits and Isolated Characters Recognition

Language: Jupyter Notebook - Size: 886 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Ayushii12/HandwrittenCharacterRecognition

Handwritten character recognition (HCR) is a challenging task due to the variability of human handwriting. This repository contains a convolutional neural network (CNN) architecture for HCR that uses Keras as an interface for the TensorFlow library. The model has been validated for English and Devanagari scripts.

Language: Jupyter Notebook - Size: 1.71 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

HarvielArcilla/baybayin-classifier-model-for-16px

Machine Learning Model for Identifying Traditional Tagalog Baybayin Characters

Size: 2.78 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

risal-shefin/Bangla-Handwritten-Character-Recognition

Bangla Handwritten Character Recognition System Using a Deep Convolutional Neural Network

Language: Jupyter Notebook - Size: 10.7 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

siddharthchatterjee9/Handwritten-Text-Recognition-HCI

Recognition of handwritten and machine characters is an emerging area of research and finds extensive applications everywhere. Our application accepts an image/document in the form of a .png extension and pre-processes the manually written text to neatly segment it into parts. After segmentation, the recognition of simple isolated characters or strokes helps us to translate the human handwritten text to give an output in the form of digital text and audio that reads the text present in the image uploaded

Size: 3.44 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 2

jttuboi/tensorflow_kana_recognizer

This is a project made in Flutter for kana recognition by drawing the user's strokes using Tensorflow to recognize the drawn kana.

Language: Python - Size: 23.6 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

naetherm/ComputerVision

Language: Python - Size: 5.86 KB - Last synced at: 24 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

ishtiakm/Bornomala

In this project, we have built a database of Bangla Handwritten Letters which contains handwritten images of 84 Bangla letters (10 numerals, 11 vowels, 39 consonants, 24 compound letters). We also investigated some of the existing Bangla character recognition models and found that these models have lower accuracy when the database contains some compound characters. So, we also built a Convolutional Neural Network model to recognize the handwritten Bangla letters and found that our model has higher performance than a lot of existing works.

Language: Python - Size: 8.79 KB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1