Human Pose Gesture Analysis Computer Vision Tools

Tools for real-time detection, tracking, and analysis of human body poses, gestures, facial expressions, and movements from video/webcam input. Includes pose estimation, hand/sign tracking, facial landmark detection, and biomechanics analysis. Does NOT include face recognition/identification, 3D model generation from faces, or video effects/face swapping.

There are 21 human pose gesture analysis tools tracked. 6 score above 50 (established tier). The highest-rated is alexlib/pyptv at 60/100 with 23 stars and 328 monthly downloads. 2 of the top 10 are actively maintained.

Get all 21 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=computer-vision&subcategory=human-pose-gesture-analysis&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	alexlib/pyptv Python GUI for the OpenPTV library, `liboptv`	60	Established	23	Jupyter Notebook
2	mrousavy/react-native-fast-tflite 🧬 High-performance TensorFlow Lite library for React Native with GPU acceleration	56	Established	1,124	C++
3	VisoMasterFusion/VisoMaster-Fusion Powerful & Easy-to-Use Video Face Swapping and Editing Software	54	Established	249	Python
4	facenox/face-antispoof-onnx Ultra-lightweight (600KB) Face Anti-Spoofing classifier. Optimized...	52	Established	184	Python
5	yo-WASSUP/Good-GYM AI-powered fitness assistant for real-time pose estimation, exercise...	52	Established	275	Python
6	lanxiuyun/lazyeat Lazyeat（懒人手势）｜手势隔空控制，比划就行！Lazyeat is a touch-free controller for use while...	51	Established	1,445	Vue
7	galihru/facemind application uses computer vision and machine learning to analyze mental...	45	Emerging	33	TeX
8	mvch1ne/sprintlab Free, open-source sprint kinematic analysis — upload a video, get...	43	Emerging	21	TypeScript
9	facenox/facenox Local-first desktop attendance app with real-time face recognition,...	43	Emerging	10	TypeScript
10	bonsai-rx/sleap A Bonsai interface for real-time multi-animal pose tracking using SLEAP	43	Emerging	8	C#
11	KordingLab/PrimateFace Resource for cross-species primate facial analysis.	40	Emerging	8	Python
12	gillet-thomas/smartwearables A real-time virtual try-on application using SMPL models and OpenCV	37	Emerging	41	Python
13	jv12347/mediapipe-facemesh-to-obj-blender 🛠 Convert 2D face images to 3D OBJ models effortlessly with MediaPipe's...	37	Emerging	4	Python
14	Valentinetemi/asl-sign-detection-mediapipe-rf Real-time ASL sign language detector using MediaPipe hand landmarks +...	35	Emerging	19	Jupyter Notebook
15	wtbates99/batesposture Toolbar application that leverages OpenCV's powerful computer vision...	33	Emerging	12	Python
16	Khoidoan10/ASL-Sign-Recognition 🖐 Recognize American Sign Language gestures in real-time using MediaPipe...	29	Experimental	4	Python
17	TOMUIV/FaceMatch FaceMatch 是一个基于 InsightFace...	29	Experimental	4	Python
18	addispupi/facs-apfs-3d-simulator A real-time, browser-based 3D facial tracking engine. Translates webcam...	25	Experimental	4	TypeScript
19	sat-mtl/livepose run .onnx pose detection models locally in a few clicks	25	Experimental	3	QML
20	LeFaillerFrancois/app_vbt Tkinter Velocity Based Training App to analyse a side view video of...	17	Experimental	3	Python
21	Jeppejepsen311/threejs-handtracking-101 A threejs / WebGL / MediaPipe-powered interactive demo that allows you to...	17	Experimental	4	HTML