MNIST Digit Classification ML Frameworks

In-browser implementations of handwritten digit recognition using MNIST dataset with TensorFlow.js, Keras, or neural networks from scratch. Does NOT include other computer vision tasks, general image classification frameworks, or non-digit recognition projects.

There are 82 mnist digit classification frameworks tracked. The highest-rated is hoffhannisyan/handwritten-digit-recognition at 45/100 with 48 stars.

Get all 82 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	hoffhannisyan/handwritten-digit-recognition ✨ Draw handwritten digits and get instant AI predictions! Neural network...	45	Emerging	48	JavaScript
2	bensonruan/Hand-Written-Digit-Recognition Hand Written Digit Recognition	44	Emerging	62	JavaScript
3	Erkaman/regl-cnn Digit recognition with Convolutional Neural Networks in WebGL	44	Emerging	511	JavaScript
4	lifeparticle/Bengali-Alphabet ✍️ Bengali Alphabet (বাংলা বর্ণমালা)	44	Emerging	86	JavaScript
5	Gogul09/digit-recognizer-live Recognize Digits using Deep Neural Networks in Google Chrome live!	42	Emerging	31	JavaScript
6	minhazkamal/Arabic-Handwritten-Character-and-Digit-Recognition A simple webapplication for Arabic Handwritten Character recognition. Users...	36	Emerging	6	Jupyter Notebook
7	victorqribeiro/digitRecognition Implementation of a digit recognition using my Neural Network with the MNIST...	35	Emerging	24	JavaScript
8	vexilligera/strokenet a neural network that draws digits using strokes	34	Emerging	53	JavaScript
9	ixartz/handwritten-digit-recognition-tensorflowjs In-Browser Digit recognition with Tensorflow.js and React using Mnist dataset	34	Emerging	51	JavaScript
10	Aksoylu/AI-DRAW Web-based Shape & MNIST Recognition Deep Learning Application.	34	Emerging	34	PureBasic
11	dusklight00/live-digit-recognition 🔢 Computer will recognize the digits you wrote on a beautiful web-interface	33	Emerging	42	JavaScript
12	jesusmartinoza/Graphology-Machine-Learning ✍️Handwriting Analysis using Graphology & Machine Learning	32	Emerging	28	JavaScript
13	nadavbar/node-cntk-mnist-sample A sample web app in node.js for hosting a CNTK model for hand written digits...	31	Emerging	4	JavaScript
14	gaoxiaoliangz/number-recognition-demo 一个简单的 TensorFlow 示例，Flask 作为服务端，可以使用浏览器在 canvas 书写演示	30	Emerging	32	JavaScript
15	iArunava/iSeeDigits A Handwritten Digit Recognizer on the Web. Model trained locally on MNIST...	30	Emerging	2	JavaScript
16	JBezerra/Machine-Learning-MNIST-Dataset A machine learning project that uses a neural network to recognise human digits.	29	Experimental	7	JavaScript
17	smb-h/phdr Persian Handwritten Digit Recognition	28	Experimental	2	Jupyter Notebook
18	msrks/keras_num_pred kerasで手書き文字認識アプリ https://msrks-numpred.herokuapp.com	27	Experimental	6	JavaScript
19	fortmarek/MNIST-Maker MNIST Maker is a small app for quickly creating data for machine learning...	27	Experimental	12	Swift
20	Pradnya1208/Drawing-recognition-using-CNN-and-flask This is a Drawing application that uses a Convolutional Neural Network Model...	27	Experimental	11	Jupyter Notebook
21	HossamBalaha/HMBD-v1 HMBD: Arabic Handwritten Characters Dataset	27	Experimental	7	—
22	mxchinegod/digits DigitsUI is a highly configurable and ML-leveraged quantitative analysis...	26	Experimental	7	TypeScript
23	NikhilKartha5/Dysgraphia-Detection Developed a Dysgraphia Detection web app using React, Flask, and TensorFlow...	26	Experimental	1	TypeScript
24	thedevyashsaini/Numbers.Neural.Network My idiot Neural Network (built from scratch).	23	Experimental	1	TypeScript
25	Abduttayyeb/Handwritten-Alphabet-Recognition-EMNIST Handwritten Alphabet & Digit Recognition Web Application	22	Experimental	2	HTML
26	CodeNinjaSarthak/LiveDigit Real-time handwritten digit recognition using CNN. Draw digits on canvas,...	22	Experimental	1	JavaScript
27	armaangoel78/MNIST-CNN A convolution neural network for digit classification	22	Experimental	1	Java
28	jinhuang712/Digit-Recognition Recognizes Numbers with Deep Learning (Tensorflow.js)	22	Experimental	2	JavaScript
29	gboduljak/mnist-digit-recognition A simple feed forward neural network implementation for predicting...	22	Experimental	1	JavaScript
30	gbennnn/realtime-digit-recognition Flask web app for realtime handwritten digit recognition using CNN model...	21	Experimental	6	Python
31	pronzzz/focusflow FocusFlow is a state-of-the-art handwritten digit recognition system built...	21	Experimental	—	Python
32	TimasJackus/MNIST-NodeJS Neural network digit recognition (MNIST dataset) with NodeJS using error...	21	Experimental	1	JavaScript
33	prateeek1/Handwritten-Equation-Solver A Handwritten Equation Solver built using Convolutional Neural Network and...	21	Experimental	7	Jupyter Notebook
34	Yuvnish017/flask_app_for_handwriting_recognition Flask Application for Handwriting Recognition Project	21	Experimental	1	CSS
35	kennycode-git/neural-net-digit-predictor A neural network digit classifier that trains a PyTorch CNN on MNIST,...	21	Experimental	—	TypeScript
36	jvillegasd/handwriting-digits-go Website that predicts which number you are handwriting!	20	Experimental	8	Jupyter Notebook
37	dineshbarri/Neural_Digit_Recognizer An interactive web app built with Flask and PyTorch that recognizes...	20	Experimental	1	HTML
38	Choaib-ELMADI/neural-digit-visualizer A web-based handwritten digit recognizer with neural network visualization....	20	Experimental	11	Python
39	DanialSoleimany/MNIST-Digit-Recognition-MLP-Interactive-App A simple handwritten digit recognition app built using the MNIST dataset and...	20	Experimental	3	Jupyter Notebook
40	sahajrajmalla/devanagari-digit-recognition-using-quantum-machine-learning Hybrid quantum-classical model for Devanagari digit classification,...	19	Experimental	2	Jupyter Notebook
41	javascript-machine-learning/mnist-neural-network-deeplearnjs 🍃 Using a Neural Network to recognize MNIST digets in JavaScript.	19	Experimental	25	JavaScript
42	AhmedSobhy01/digit-classifier A "Hello World" ML neural network project features a FastAPI docker image...	19	Experimental	3	TypeScript
43	Camille-Maslin/NeuroDraw-NN 🎨 NeuroDraw-NN: An educational neural network implementation with real-time...	19	Experimental	3	Python
44	impallari/AlphabetMagic A collections of Experiments with AI and Alphabets, for learning purposes	19	Experimental	26	—
45	cleardatalabs/hwrjs Handwritten character recognition demo in JavaScript	19	Experimental	3	TypeScript
46	knetic0/mnist-live-learning 🔥 Everyone is Trainer on this project. Deep Learning with TF.js & MNIST Dataset.	19	Experimental	2	JavaScript
47	anaximeno/Which-Digit Digit recognition web app made with TensorflowJS	19	Experimental	4	TypeScript
48	sobhan0nasiri/ResDigit_Net Advanced Digit Recognition System using a Hybrid Modern-CNN (ResNet +...	17	Experimental	6	Python
49	saantonandre/idxToJavascript Converts idx files into Javascript objects. Can be used to import the MNIST...	17	Experimental	1	JavaScript
50	tejasvi541/Digits-Classifier Classification of Hand Written digits on HTML canvas in real-time using the...	17	Experimental	1	JavaScript
51	dsbalico/letter-digit-shape-classification A web application to test the letter, digit, and shape classification model.	17	Experimental	1	JavaScript
52	ajaxlab/mnist-web Web based Neural network from scratch	17	Experimental	1	JavaScript
53	ashayp22/Calculus-Cracker using deep learning to solve handwritten calculus problems \| junior year 1st...	17	Experimental	1	JavaScript
54	CrispenGari/mnist-dl 🎈🕶 This is a simple deep learning hand written digit recognition application...	17	Experimental	1	Jupyter Notebook
55	nylon-fabric/mnist-web-app Full-stack AI web app for handwritten digit recognition (React, Django,...	14	Experimental	—	TypeScript
56	kshrs/lenet5-visualizer A handwritten digit recognizer built with a partial-from-scratch LeNet-5...	14	Experimental	—	Jupyter Notebook
57	Oghuz20/alphabet-ai AI-powered handwritten letter recognition app built with TensorFlow.js and...	13	Experimental	—	TypeScript
58	williankeller/neural-network-numbers Draw digits and watch a neural network classify them in real-time,...	13	Experimental	—	JavaScript
59	malminhas/friendly-digits-explorer MNIST demystifier web app	13	Experimental	—	TypeScript
60	adwaiy2912/Handwritten-Digit-Recognition A full-stack project where users can draw or upload handwritten digits and...	13	Experimental	—	JavaScript
61	marcoom/cnn-digits-detector Handwritten digit recognition with a Keras CNN and Gradio UI—draw 0–9 and...	13	Experimental	—	Jupyter Notebook
62	nklayman/digit-recognition Web app that recognizes hand drawn digits	13	Experimental	11	Rust
63	sajinsk23/handwritten_digit_predictor Deep Learning Flask App That Is Used To Predict Handwritten Digits Using...	13	Experimental	—	Python
64	davesag/digit_reader A machine-learning experiment using ConvNetJS.	12	Experimental	1	JavaScript
65	WilliamJardim/classificadordigitos Reconhecimento de letras e números usando uma rede neural MLP feita em JavaScript	12	Experimental	1	JavaScript
66	ritessshhh/ScribbleSolver ScribbleSolver is a web based ML model, leveraging CNNs and OCR to translate...	12	Experimental	5	HTML
67	gabepublic/ml-tf-handwriting-website Digit handwriting recognition using ML tensorflow	11	Experimental	—	JavaScript
68	GonzaloHirsch/ml-numbers-serverless-api This repo has a serverless API that predicts hand-written numbers using a...	11	Experimental	—	JavaScript
69	GonzaloHirsch/numbers.gonzalohirsch.com This repository contains the front-end code for a web application that...	11	Experimental	—	HTML
70	mattborghi/mnist-webapp Github pages deployment of a simple machine learning model that uses MNIST...	11	Experimental	—	Jupyter Notebook
71	Samarthjirange/Hand-Written-Digit-Recognisation Hand written digit recognisation	11	Experimental	—	JavaScript
72	hynas321/Handwritten-Digits-Recognizer Web application that recognizes a digit written on a canvas	11	Experimental	—	TypeScript
73	sbalmt/digit-guesser A small experiment using a neural network algorithm to predict a few digits...	11	Experimental	—	TypeScript
74	noel-friedrich/numcode A simple ML model that tells you if a number you entered is random or not	11	Experimental	—	HTML
75	hexcodech/char Digit recognition with dl4j	11	Experimental	3	TypeScript
76	Mr00Magician/Number-Recogniser A web application deployed on GCP that makes use of Deep Learning to try and...	11	Experimental	4	JavaScript
77	Djacon/letter-recognition A simple web application for blazing-fast letter recognition	11	Experimental	3	JavaScript
78	GoodluckCaiserMalata/GoodluckCaiserMalata-MathGarden This project aims to incorporate a machine learning model into a web app to...	10	Experimental	2	JavaScript
79	baraiyarajat/numberPredictor A Web app that recognizes digits drawn on HTML Canvas using PyTorch,...	10	Experimental	2	JavaScript
80	Jatin-Goyal-552/Equtaion_Solver It is an app that do calculation like Multiplication, Addition, Division...	10	Experimental	2	HTML
81	nabeelthotti/Rekognize A web-based tool that recognizes handwritten digits and alphabets using a...	10	Experimental	2	HTML
82	Souvik2376/Handwritten-Digit-Recognition Handwritten Digit Recognition using Tensorflowjs	10	Experimental	2	HTML

Comparisons in this category

digit-recognizer-live and live-digit-recognition (42 vs 33)