Gesture Recognition Games ML Frameworks

Interactive web/browser-based games that use computer vision or hand gesture recognition to detect player inputs in real-time gameplay. Does NOT include non-game gesture recognition applications, CLI-based games, or projects focused primarily on model training rather than playable game mechanics.

There are 22 gesture recognition games frameworks tracked. 1 score above 50 (established tier). The highest-rated is TiagoDanin/Rock-Paper-Scissors-Web at 55/100 with 6 stars.

Get all 22 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	TiagoDanin/Rock-Paper-Scissors-Web Rock Paper Scissors Machine Learning Web (Use my "Rock-Paper-Scissors-ML")	55	Established	6	JavaScript
2	GantMan/rps_tfjs_demo Training a Rock Paper Scissors model in the browser via TFJS - Learn along style	44	Emerging	91	JavaScript
3	goelp14/RockPaperScissors Rock Paper Scissors Bot/Game in Python + AI + Machine Learning	44	Emerging	42	Python
4	andypotato/rock-paper-scissors Rock, Paper, Scissors game implemented with TensorFlow.js and FingerPose	43	Emerging	112	JavaScript
5	TiagoDanin/Rock-Paper-Scissors-ML Rock Paper Scissors Machine Learning	40	Emerging	2	JavaScript
6	yusufarist/Rock-Paper-Scissors A project provided by Dicoding Academy at the module Machine Learning for Beginners	35	Emerging	8	Jupyter Notebook
7	Pradyuman7/MachineLearning-Game A simple machine learning ✊ ✋✌️ android game, which becomes unbeatable as you play!	35	Emerging	12	Java
8	tushdon2/Qiskit_Hackathon_IITR_2021 Team Random Chaos' repository for Qiskit Fall Fest Hackathon, IITR 2021...	33	Emerging	5	JavaScript
9	aneesahmedpro/rock-paper-scissor-vision "Recognise Hand-Posture using Computer Vision." Make the machine look at the...	28	Experimental	8	Jupyter Notebook
10	alfischer33/rps-ai A full stack python Flask artificial intelligence project capable of beating...	26	Experimental	10	HTML
11	sorna-fast/rock-paper-scissors-cnn About A complete CNN image classification system that accurately identifies...	23	Experimental	2	Jupyter Notebook
12	Chrisimana/rock-paper-scissors Portofolio \| Machine Learning \| Project FreeCodeCamp	22	Experimental	—	Python
13	bshepp/tiny_ml_game Browser-based Rock Paper Scissors with a TensorFlow.js neural network that...	21	Experimental	—	JavaScript
14	Arhaam-Azhari/Rock-Paper-Scissor-Machine-Learning-Game Java CLI game using Strategy Pattern + simple ML for move prediction	14	Experimental	—	Java
15	rionugrahafalasca/rock-paper-scissors-ai-mediapipe AI-powered Rock–Paper–Scissors game using MediaPipe hand tracking and...	14	Experimental	—	Python
16	flesler/neural-rock-paper-scissors Web-based Rock-Paper-Scissors vs a LSTM Neural Network	14	Experimental	—	JavaScript
17	akbaralihah/rock-paper-scissors Rock Paper Scissors is a simple hand game played by two people. Each player...	13	Experimental	—	Python
18	Gholamrezadar/yolo11-rock-paper-scissors-detection Fine-tuning yolo11 on rock paper scissors dataset	11	Experimental	3	Jupyter Notebook
19	MatheusOtenio/ml-rock-paper-scissors FreeCodeCamp - This project implements a Rock, Paper, Scissors player using...	11	Experimental	3	Python
20	bagusperdanay7/final-project-dicoding My Dicoding final project, Rock-paper-scissors Image classification using...	11	Experimental	—	Jupyter Notebook
21	Vivek9gupta/Stone-Paper-Scissors this is my second project in JavaScript	11	Experimental	2	JavaScript
22	AndresChacon00/rock-paper-scissors-ai Proyecto para la materia de inteligencia artificial	10	Experimental	1	Python

Comparisons in this category

rps_tfjs_demo and rock-paper-scissors (44 vs 43) Rock-Paper-Scissors-Web and rock-paper-scissors (55 vs 43) rps_tfjs_demo and tiny_ml_game (44 vs 21) Rock-Paper-Scissors-Web and RockPaperScissors (55 vs 44) Rock-Paper-Scissors-Web and Rock-Paper-Scissors (55 vs 35) Rock-Paper-Scissors-Web and Rock-Paper-Scissors-ML (55 vs 40) Rock-Paper-Scissors-Web and rock-paper-scissors (55 vs 22) Rock-Paper-Scissors-Web and tiny_ml_game (55 vs 21)