Hand Gesture Recognition ML Frameworks
Projects for recognizing and classifying hand gestures from video or sensor data to enable human-computer interaction. Does NOT include general pose detection, sign language recognition, or body gesture analysis beyond hands.
There are 41 hand gesture recognition frameworks tracked. 2 score above 50 (established tier). The highest-rated is asingh33/CNNGestureRecognizer at 51/100 with 1,043 stars.
Get all 41 projects as JSON
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
asingh33/CNNGestureRecognizer
Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV |
|
Established |
| 2 |
ahmetgunduz/Real-time-GesRec
Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture,... |
|
Established |
| 3 |
nickgillian/grt
gesture recognition toolkit |
|
Emerging |
| 4 |
charliegerard/gestures-ml-js
[WIP] - Gesture recognition using hardware and Tensorflow.js |
|
Emerging |
| 5 |
pjyazdian/Gesture2Vec
This is an official PyTorch implementation of "Gesture2Vec: Clustering... |
|
Emerging |
| 6 |
EslamAsHhraf/Hand-Gesture-Recognition
🖐 An implementation of a machine learning model for detecting and... |
|
Emerging |
| 7 |
Self-nasu/HandFlow
Home Automation Using Hand-Gesture Recognition. |
|
Emerging |
| 8 |
YoungSeng/ReprGesture
The ReprGesture entry to the GENEA Challenge 2022 (IMCI 2022) |
|
Experimental |
| 9 |
thanhhoangvan/Hand-Gesture-Recognition-for-Unity-3D
Recognition of hand actions through images |
|
Experimental |
| 10 |
gayathri1462/Controlling-Media-Player-with-Hand-Gestures-using-Convolutional-Neural-Network
An application to control media player from distance using hand gestures. It... |
|
Experimental |
| 11 |
yaxan/Naruto_Handsign_Classification
Naruto Hand Gesture Recognition with OpenCV and Transfer Learning |
|
Experimental |
| 12 |
PaulTreanor/OpenHands
A gesture recognition system powered by OpenPose, k-nearest neighbours, and... |
|
Experimental |
| 13 |
gesture-classification/gesture_classification
Hand gesture classification by optomyographical sensor signals |
|
Experimental |
| 14 |
abdelrahmanelalfy/gesture-
🖐️ Recognize hand gestures in real time for intuitive device control and... |
|
Experimental |
| 15 |
Future-Elite/SGMS
多场景手势智能交互控制系统 |
|
Experimental |
| 16 |
atarancon/HarrTrainingHandGesture
Hand gesture recognition via Haar cascade classifiers deployed on Raspberry... |
|
Experimental |
| 17 |
dirkzon/gesture-recognition
Real time gesture recognition using OpenCV & Mediapipe. |
|
Experimental |
| 18 |
xun911/CIMS_sEMG_dualstreamCNN
Surface electromyography based gesture recognition based on dual-stream CNN |
|
Experimental |
| 19 |
Infineon/mtb-example-ml-gesture-classification
This code example demonstrates how to perform gesture classification based... |
|
Experimental |
| 20 |
SkyThonk/Play-with-Hand-Gesture
With the help of OpenCV and Deep Learning CNN algorithm performing some... |
|
Experimental |
| 21 |
sukhijapiyush/Gesture-Recognition-using-the-CNN
A CNN-based hand gesture recognition project aimed at automating home... |
|
Experimental |
| 22 |
Gustavo-michel/HandMotion
Hand tracking algorithm to detect gestures and interact with the computer in... |
|
Experimental |
| 23 |
SarthakRana/Comparitive-Analysis-of-various-classifiers-for-Gesture-Recognition
This project uses 7 Machine Learning classifiers to recognize the gestures... |
|
Experimental |
| 24 |
Riadh-Bouarroudj/Hand_gesture_recognition
This project presents a deep learning-driven approach for hand gesture... |
|
Experimental |
| 25 |
AshaiReddy/Gesture-Recognition-using-CNNs
This project focuses on various methods to design a Neural Network for TV... |
|
Experimental |
| 26 |
AbhinavSharma07/Hand_Gesture_Recognition-Deep_Learning
The objective of this project is to recognize hand gestures using... |
|
Experimental |
| 27 |
AmZu1212/LeapGlove
The LeapGlove Project's goal is to repurpose the LucidVR Glove in order to... |
|
Experimental |
| 28 |
tototofu123/fingercount
Finger counting gesture recognition project |
|
Experimental |
| 29 |
madhur1702/Innoverse2.0_MudraNet
AI-powered system to identify and learn Bharatanatyam hand gestures... |
|
Experimental |
| 30 |
Lakshy-coder/gesture-trainer
Browser-based AI Hand Gesture Trainer using TensorFlow.js and MediaPipe |
|
Experimental |
| 31 |
majdhamad95/naruto-shadow-clone-jutsu
Create real-time Naruto shadow clone effects using webcam hand tracking and... |
|
Experimental |
| 32 |
ArminSmajlagic/Real-Time-Hand-Gesture-Recognition
Computer Vision; Deep LSTM Neural Network implemented with TensorFlow,... |
|
Experimental |
| 33 |
Thakuma07/naruto-shadow-clone-jutsu
A browser-based application leveraging MediaPipe and TensorFlow.js for... |
|
Experimental |
| 34 |
ben-tiki/naruto-handsign-recognition
This project uses Google's Teachable Machine for real-time identification of... |
|
Experimental |
| 35 |
narcello/gesture-drum-machine
:hand: Gesture drum machine with Tensorflow.js |
|
Experimental |
| 36 |
zakirangwala/Gesture-Recognition
Created a gesture recognition web app using React JS + Tensorflow and other... |
|
Experimental |
| 37 |
jwohlleben/gestures-framework
A framework for gesture recognition using machine learning |
|
Experimental |
| 38 |
MadhanMohanReddy2301/Gesture_Recognition-Transfer_learning
This project focuses on gesture recognition using deep learning to enable... |
|
Experimental |
| 39 |
saadahmad22/dynamic-gesture-recognition
This library aims to implement this paper "Dynamic gesture recognition based... |
|
Experimental |
| 40 |
pointlander/eight
Gesture recognition proof of concept |
|
Experimental |
| 41 |
jessie-evans/Hand-Gesture-recognition
Gesture recognition AI recognizes the the hand Gesture made by hand and do... |
|
Experimental |