PoseNet Pose Detection ML Frameworks

Browser-based and real-time human pose estimation implementations using PoseNet, MediaPipe, and related models for keypoint detection and skeleton tracking. Does NOT include hand-only pose estimation, general computer vision projects, or fitness applications that don't focus on pose estimation as the core technology.

There are 18 posenet pose detection frameworks tracked. 1 score above 50 (established tier). The highest-rated is rwightman/posenet-python at 51/100 with 505 stars.

Get all 18 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=posenet-pose-detection&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	rwightman/posenet-python A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)	51	Established	505	Python
2	jing-interactive/DancingGaga AI 尬舞机	46	Emerging	307	C++
3	OmriGM/body-pose-beat-game This game is an AI game based on TensorFlow.js, using their Posenet...	30	Emerging	17	JavaScript
4	talhaahussain/grappling-pose-identification Third year university dissertation. Continuous Assessment for ECM3401 - ...	26	Experimental	5	Jupyter Notebook
5	SanjayaE/JamCam JamCam uses TensorFlow, an open source machine learning library, and...	26	Experimental	5	JavaScript
6	MLH-Fellowship/PoseRunner "Run" through MLH Fellowship in outer space, with your poses!	25	Experimental	2	JavaScript
7	itzdineshx/Edunet_AI_internship_2025 This app is used for Human pose Detection with more advanced pose estimation models !	24	Experimental	1	PureBasic
8	sumitsahoo/mediapipe-pose-estimation Real-time pose estimation using MediaPipe and React	20	Experimental	1	JavaScript
9	xunxdd/Posenet-Demo--In-My-Feelings-Challenge-AI Posenet with Tensorflow js. Tied together with Vue js.	20	Experimental	8	JavaScript
10	lguibr/Mimeflow A React-based pose estimation engine. Uses WebGL/WebGPU and 5D vector cosine...	19	Experimental	6	TypeScript
11	pachauriyash/Kick-Detection-and-pose-estimation This project is used to detect and count number of kicks in a sample video....	18	Experimental	5	Jupyter Notebook
12	QuebecAI/posenet-v3 Pose Detection in the Browser: PoseNet Model	17	Experimental	5	JavaScript
13	PartyService/MSP A clean-room implementation of the motion scoring engine used in Just Dance....	16	Experimental	1	JavaScript
14	WM9042/pose-extraction-tooling This is an low-code / no-code application that dramatically reduces the...	13	Experimental	2	—
15	meryemozlem/pose_estimation_ai Real-time Body Pose Estimation A Program That Detects With The Support Of...	12	Experimental	3	Jupyter Notebook
16	jansencruz23/gsca-mern A counseling session management system with real-time body language analysis...	11	Experimental	—	TypeScript
17	lucianoayres/motion-ai-game An AI-based Pose Detection and Action Recognition Game	11	Experimental	2	CSS
18	Soumya44/PoseNet-Real-Time-Human-Pose-Estimation-using-Tensorflow.js Implementation Of PoseNet : A model for Real-Time Human Pose Estimation...	10	Experimental	1	JavaScript