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 51/100 with 6 stars and 13 monthly downloads.

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")	51	Established	6	JavaScript
2	goelp14/RockPaperScissors Rock Paper Scissors Bot/Game in Python + AI + Machine Learning	44	Emerging	42	Python
3	GantMan/rps_tfjs_demo Training a Rock Paper Scissors model in the browser via TFJS - Learn along style	44	Emerging	91	JavaScript
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	36	Emerging	2	JavaScript
6	Pradyuman7/MachineLearning-Game A simple machine learning ✊ ✋✌️ android game, which becomes unbeatable as you play!	28	Experimental	12	Java
7	yusufarist/Rock-Paper-Scissors A project provided by Dicoding Academy at the module Machine Learning for Beginners	28	Experimental	8	Jupyter Notebook
8	tushdon2/Qiskit_Hackathon_IITR_2021 Team Random Chaos' repository for Qiskit Fall Fest Hackathon, IITR 2021...	26	Experimental	5	JavaScript
9	wmmahdi/Rps-plus-gemini-ai 🎮 Play an enhanced Rock-Paper-Scissors game with Gemini AI as your referee,...	23	Experimental	1	CSS
10	Chrisimana/rock-paper-scissors Portofolio \| Machine Learning \| Project FreeCodeCamp	22	Experimental	—	Python
11	aneesahmedpro/rock-paper-scissor-vision "Recognise Hand-Posture using Computer Vision." Make the machine look at the...	21	Experimental	8	Jupyter Notebook
12	alfischer33/rps-ai A full stack python Flask artificial intelligence project capable of beating...	19	Experimental	10	HTML
13	bshepp/tiny_ml_game Browser-based Rock Paper Scissors with a TensorFlow.js neural network that...	19	Experimental	—	JavaScript
14	sorna-fast/rock-paper-scissors-cnn About A complete CNN image classification system that accurately identifies...	17	Experimental	2	Jupyter Notebook
15	1000team/roshambo Very Serious Roshambo Slack Bot	16	Experimental	3	TypeScript
16	AndyJLi0/Punch-and-Run A punching game using computer vision	15	Experimental	2	PureBasic
17	Arhaam-Azhari/Rock-Paper-Scissor-Machine-Learning-Game Java CLI game using Strategy Pattern + simple ML for move prediction	14	Experimental	—	Java
18	mUusitalo/rock-paper-scissors Tool for hosting a rock-paper-scissors AI bot coding tournament	14	Experimental	—	TypeScript
19	rionugrahafalasca/rock-paper-scissors-ai-mediapipe AI-powered Rock–Paper–Scissors game using MediaPipe hand tracking and...	14	Experimental	—	Python
20	flesler/neural-rock-paper-scissors Web-based Rock-Paper-Scissors vs a LSTM Neural Network	12	Experimental	—	JavaScript
21	Assem-ElQersh/Rock-Paper-Scissors-Game Rock-Paper-Scissors Game is a Python application that uses computer vision...	11	Experimental	2	Python
22	akbaralihah/rock-paper-scissors Rock Paper Scissors is a simple hand game played by two people. Each player...	11	Experimental	—	Python

Comparisons in this category

rps_tfjs_demo and rock-paper-scissors (44 vs 43) Rock-Paper-Scissors-Web and rock-paper-scissors (51 vs 43) Rock-Paper-Scissors-Web and RockPaperScissors (51 vs 44) Rock-Paper-Scissors-Web and Rock-Paper-Scissors (51 vs 28) Rock-Paper-Scissors-Web and Rock-Paper-Scissors-ML (51 vs 36) Rock-Paper-Scissors-Web and rock-paper-scissors (51 vs 22)