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 66 mnist digit classification frameworks tracked. The highest-rated is hoffhannisyan/handwritten-digit-recognition at 39/100 with 48 stars.

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#	Framework	Score	Tier	Stars	Language
1	hoffhannisyan/handwritten-digit-recognition ✨ Draw handwritten digits and get instant AI predictions! Neural network...	39	Emerging	48	JavaScript
2	Erkaman/regl-cnn Digit recognition with Convolutional Neural Networks in WebGL	37	Emerging	511	JavaScript
3	bensonruan/Hand-Written-Digit-Recognition Hand Written Digit Recognition	37	Emerging	62	JavaScript
4	lifeparticle/Bengali-Alphabet ✍️ Bengali Alphabet (বাংলা বর্ণমালা)	37	Emerging	86	JavaScript
5	Gogul09/digit-recognizer-live Recognize Digits using Deep Neural Networks in Google Chrome live!	35	Emerging	31	JavaScript
6	minhazkamal/Arabic-Handwritten-Character-and-Digit-Recognition A simple webapplication for Arabic Handwritten Character recognition. Users...	29	Experimental	6	Jupyter Notebook
7	victorqribeiro/digitRecognition Implementation of a digit recognition using my Neural Network with the MNIST...	28	Experimental	24	JavaScript
8	vexilligera/strokenet a neural network that draws digits using strokes	27	Experimental	53	JavaScript
9	Aksoylu/AI-DRAW Web-based Shape & MNIST Recognition Deep Learning Application.	27	Experimental	34	PureBasic
10	ixartz/handwritten-digit-recognition-tensorflowjs In-Browser Digit recognition with Tensorflow.js and React using Mnist dataset	27	Experimental	51	JavaScript
11	dusklight00/live-digit-recognition 🔢 Computer will recognize the digits you wrote on a beautiful web-interface	26	Experimental	42	JavaScript
12	jesusmartinoza/Graphology-Machine-Learning ✍️Handwriting Analysis using Graphology & Machine Learning	25	Experimental	28	JavaScript
13	nadavbar/node-cntk-mnist-sample A sample web app in node.js for hosting a CNTK model for hand written digits...	24	Experimental	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	23	Experimental	32	JavaScript
15	iArunava/iSeeDigits A Handwritten Digit Recognizer on the Web. Model trained locally on MNIST...	23	Experimental	2	JavaScript
16	JBezerra/Machine-Learning-MNIST-Dataset A machine learning project that uses a neural network to recognise human digits.	22	Experimental	7	JavaScript
17	kennycode-git/neural-net-digit-predictor A neural network digit classifier that trains a PyTorch CNN on MNIST,...	22	Experimental	—	TypeScript
18	DarkException22/alphabet 🌟 Build dynamic web applications effortlessly with Alphabet, a lightweight...	22	Experimental	—	TypeScript
19	ueadgf/alphabet 🛠️ Build lightweight, reactive JavaScript/TypeScript applications with the...	22	Experimental	—	TypeScript
20	smb-h/phdr Persian Handwritten Digit Recognition	21	Experimental	2	Jupyter Notebook
21	msrks/keras_num_pred kerasで手書き文字認識アプリ https://msrks-numpred.herokuapp.com	20	Experimental	6	JavaScript
22	Pradnya1208/Drawing-recognition-using-CNN-and-flask This is a Drawing application that uses a Convolutional Neural Network Model...	20	Experimental	11	Jupyter Notebook
23	HossamBalaha/HMBD-v1 HMBD: Arabic Handwritten Characters Dataset	20	Experimental	7	—
24	CodeNinjaSarthak/LiveDigit Real-time handwritten digit recognition using CNN. Draw digits on canvas,...	20	Experimental	1	JavaScript
25	NikhilKartha5/Dysgraphia-Detection Developed a Dysgraphia Detection web app using React, Flask, and TensorFlow...	20	Experimental	1	TypeScript
26	fortmarek/MNIST-Maker MNIST Maker is a small app for quickly creating data for machine learning...	20	Experimental	12	Swift
27	pronzzz/focusflow FocusFlow is a state-of-the-art handwritten digit recognition system built...	19	Experimental	—	Python
28	mxchinegod/digits DigitsUI is a highly configurable and ML-leveraged quantitative analysis...	19	Experimental	7	TypeScript
29	dineshbarri/Neural_Digit_Recognizer An interactive web app built with Flask and PyTorch that recognizes...	16	Experimental	1	HTML
30	thedevyashsaini/Numbers.Neural.Network My idiot Neural Network (built from scratch).	16	Experimental	1	TypeScript
31	Abduttayyeb/Handwritten-Alphabet-Recognition-EMNIST Handwritten Alphabet & Digit Recognition Web Application	15	Experimental	2	HTML
32	gbennnn/realtime-digit-recognition Flask web app for realtime handwritten digit recognition using CNN model...	15	Experimental	6	Python
33	armaangoel78/MNIST-CNN A convolution neural network for digit classification	15	Experimental	1	Java
34	sobhan0nasiri/ResDigit_Net Advanced Digit Recognition System using a Hybrid Modern-CNN (ResNet +...	15	Experimental	6	Python
35	gboduljak/mnist-digit-recognition A simple feed forward neural network implementation for predicting...	15	Experimental	1	JavaScript
36	jinhuang712/Digit-Recognition Recognizes Numbers with Deep Learning (Tensorflow.js)	15	Experimental	2	JavaScript
37	nylon-fabric/mnist-web-app Full-stack AI web app for handwritten digit recognition (React, Django,...	14	Experimental	—	TypeScript
38	TimasJackus/MNIST-NodeJS Neural network digit recognition (MNIST dataset) with NodeJS using error...	14	Experimental	1	JavaScript
39	kshrs/lenet5-visualizer A handwritten digit recognizer built with a partial-from-scratch LeNet-5...	14	Experimental	—	Jupyter Notebook
40	prateeek1/Handwritten-Equation-Solver A Handwritten Equation Solver built using Convolutional Neural Network and...	14	Experimental	7	Jupyter Notebook
41	Yuvnish017/flask_app_for_handwriting_recognition Flask Application for Handwriting Recognition Project	14	Experimental	1	CSS
42	DanialSoleimany/MNIST-Digit-Recognition-MLP-Interactive-App A simple handwritten digit recognition app built using the MNIST dataset and...	14	Experimental	3	Jupyter Notebook
43	Choaib-ELMADI/neural-digit-visualizer A web-based handwritten digit recognizer with neural network visualization....	13	Experimental	11	Python
44	knetic0/mnist-live-learning 🔥 Everyone is Trainer on this project. Deep Learning with TF.js & MNIST Dataset.	13	Experimental	2	JavaScript
45	sahajrajmalla/devanagari-digit-recognition-using-quantum-machine-learning Hybrid quantum-classical model for Devanagari digit classification,...	13	Experimental	2	Jupyter Notebook
46	jvillegasd/handwriting-digits-go Website that predicts which number you are handwriting!	13	Experimental	8	Jupyter Notebook
47	impallari/AlphabetMagic A collections of Experiments with AI and Alphabets, for learning purposes	12	Experimental	26	—
48	anaximeno/Which-Digit Digit recognition web app made with TensorflowJS	12	Experimental	4	TypeScript
49	Camille-Maslin/NeuroDraw-NN 🎨 NeuroDraw-NN: An educational neural network implementation with real-time...	12	Experimental	3	Python
50	javascript-machine-learning/mnist-neural-network-deeplearnjs 🍃 Using a Neural Network to recognize MNIST digets in JavaScript.	12	Experimental	25	JavaScript
51	AhmedSobhy01/digit-classifier A "Hello World" ML neural network project features a FastAPI docker image...	12	Experimental	3	TypeScript
52	cleardatalabs/hwrjs Handwritten character recognition demo in JavaScript	12	Experimental	3	TypeScript
53	malminhas/friendly-digits-explorer MNIST demystifier web app	11	Experimental	—	TypeScript
54	sajinsk23/handwritten_digit_predictor Deep Learning Flask App That Is Used To Predict Handwritten Digits Using...	11	Experimental	—	Python
55	marcoom/cnn-digits-detector Handwritten digit recognition with a Keras CNN and Gradio UI—draw 0–9 and...	11	Experimental	—	Jupyter Notebook
56	williankeller/neural-network-numbers Draw digits and watch a neural network classify them in real-time,...	11	Experimental	—	JavaScript
57	adwaiy2912/Handwritten-Digit-Recognition A full-stack project where users can draw or upload handwritten digits and...	11	Experimental	—	JavaScript
58	Oghuz20/alphabet-ai AI-powered handwritten letter recognition app built with TensorFlow.js and...	11	Experimental	—	TypeScript
59	dsbalico/letter-digit-shape-classification A web application to test the letter, digit, and shape classification model.	10	Experimental	1	JavaScript
60	ajaxlab/mnist-web Web based Neural network from scratch	10	Experimental	1	JavaScript
61	ashayp22/Calculus-Cracker using deep learning to solve handwritten calculus problems \| junior year 1st...	10	Experimental	1	JavaScript
62	davesag/digit_reader A machine-learning experiment using ConvNetJS.	10	Experimental	1	JavaScript
63	CrispenGari/mnist-dl 🎈🕶 This is a simple deep learning hand written digit recognition application...	10	Experimental	1	Jupyter Notebook
64	saantonandre/idxToJavascript Converts idx files into Javascript objects. Can be used to import the MNIST...	10	Experimental	1	JavaScript
65	WilliamJardim/classificadordigitos Reconhecimento de letras e números usando uma rede neural MLP feita em JavaScript	10	Experimental	1	JavaScript
66	tejasvi541/Digits-Classifier Classification of Hand Written digits on HTML canvas in real-time using the...	10	Experimental	1	JavaScript

Comparisons in this category

digit-recognizer-live and live-digit-recognition (35 vs 26)