Exercise Form Analysis ML Frameworks

AI-powered systems that analyze and provide real-time feedback on exercise technique, movement form, and repetition counting using pose estimation. Does NOT include general fitness tracking, nutrition planning, workout scheduling, or equipment that doesn't involve computer vision-based form analysis.

There are 68 exercise form analysis frameworks tracked. The highest-rated is NgoQuocBao1010/Exercise-Correction at 48/100 with 109 stars.

Get all 68 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	NgoQuocBao1010/Exercise-Correction Make use of the power of Mediapipe’s pose detection, this project is built...	48	Emerging	109	Jupyter Notebook
2	RiccardoRiccio/Fitness-AI-Trainer-With-Automatic-Exercise-Recognition-and-Counting An extension of the previous 'Fitness-AI-Coach': a complete web application...	48	Emerging	132	Python
3	cris-maillo/yogAI work in progress	47	Emerging	155	JavaScript
4	reevald/ai-workout-assistant AI-based pose tracking and repetitions counter to help everyone do the workout.	46	Emerging	226	JavaScript
5	Furkan-Gulsen/Sport-With-AI The human body is detected with the help of the Mediapipe library. Then,...	45	Emerging	127	Jupyter Notebook
6	chrisprasanna/Exercise_Recognition_AI Developing a virtual personal fitness tracker and exercise activity...	43	Emerging	119	Jupyter Notebook
7	forhadsidhu/Yoga-pose-detection Yoga-pose detection using PoseNet,p5js with sound effects	42	Emerging	39	JavaScript
8	abishekvashok/Rep-Counter AI Exercise Rep Counter based on Google's Human Pose Estimation Library (Posenet)	41	Emerging	67	Python
9	jrobchin/phormatics Using A.I. and computer vision to build a virtual personal fitness trainer....	39	Emerging	129	Jupyter Notebook
10	OmSadavarte/Biomechanics-Ai_ntl.ipynb We got your back!	39	Emerging	30	Python
11	MohEsmail143/coach-ai A Flutter app that utilises TensorFlow's MoveNet model for pose detection,...	37	Emerging	24	Jupyter Notebook
12	abhishekjani08/Yoga-Posture-Detection-using-Mediapipe A machine learning project which detects yoga postures and the accuracy of...	36	Emerging	9	Jupyter Notebook
13	hahaTT0902/GROWin GROWin is an AI-powered system that recognizes and analyzes rowing movements...	36	Emerging	4	Python
14	shub-garg/Yoga-Pose-Classification-and-Skeletonization This repository contains an implementation of a deep learning approach for...	35	Emerging	17	Jupyter Notebook
15	twixupmysleeve/Posture Pose Detection and Machine Learning for real-time body posture analysis...	34	Emerging	63	Python
16	Shanover77/gym-motion-pose-ai A project that aims to act as intermediator for exercises by applying ML and...	33	Emerging	11	Jupyter Notebook
17	divinelight2002/YogaAI YogaAI is inspired by various Machine Learning models for visual...	33	Emerging	7	JavaScript
18	AyushD95/Yoga-Pose-Prediction Yoga-Pose_Predict is a Flask web app for predicting yoga poses in images. It...	33	Emerging	4	HTML
19	KshavCode/therapease-app Therap-Ease is an intelligent physiotherapy platform designed to modernize...	32	Emerging	2	JavaScript
20	iamramzan/AI-Powered-Gym-Tracker In this project, I developed an AI-powered gym tracker using Pose Estimation...	29	Experimental	1	Python
21	yAya-yns/Sit-up The personalized AI posture practitioner that prevents cervical & lumbar...	28	Experimental	7	TypeScript
22	nimom38/Pushup-and-Squats-Counter This android app makes use of the phone's camera to count how many pushups...	28	Experimental	9	Kotlin
23	avenix/WDK-RED Wearables Development Toolkit - Visual programming tool	28	Experimental	8	JavaScript
24	KKopilka/AI-FinessTrainer AI-FitnessTrainer using YOLOv8-pose	28	Experimental	10	Python
25	FPT-ThaiTuan/Detect-Yoga-Poses-And-Correction-In-Real-Time-Using-Machine-Learning-Algorithms Compare SVM mode yoga movement classification accuracy with Linear kernel,...	28	Experimental	12	Python
26	KinesteX/.github Integrate your personal AI Fitness Trainer in minutes with our SDK and...	28	Experimental	2	—
27	bourbonbourbon/yoga-pose-detection-correction Python application to detect and correct yoga poses in real time	27	Experimental	12	Jupyter Notebook
28	Harrow-Enigma/pushup-counter Count your reps using TensorFlow.js and AI-powered pose estimation	26	Experimental	10	JavaScript
29	gwonxhj/edge-posture-monitor Edge AI posture monitoring system using STM32 sensors and Raspberry Pi for...	25	Experimental	1	Python
30	RubenAMtz/ai-sports-assistant Olympic weightlifting videos analysis, action recognition and assessment.	24	Experimental	31	Python
31	Turwash/AsanaAi_Android_Application AsanaAi extends its reach to Android devices, offering users the...	24	Experimental	2	Kotlin
32	Turwash/AsanaAi AsanaAi is not just another fitness app; it's a comprehensive tool designed...	24	Experimental	1	JavaScript
33	ChanithaAbey/GymBro A computer vision system for analysing bicep curl form using pose...	24	Experimental	4	Jupyter Notebook
34	yMayanand/Yoga-Pose-Classification Yoga Pose Detection and classification using deep learning	24	Experimental	3	Java
35	Modarb-Ai-Trainer/modarb-android 🤖💪 AI Fitness Trainer: An Android app leveraging machine learning and...	24	Experimental	3	Kotlin
36	softmaximalist/PostureCorrector A lightweight browser extension that detects bad posture (slouching) in...	23	Experimental	1	JavaScript
37	kamyab9k/FitCore-Documentation Home workouts & AI Coach	23	Experimental	2	—
38	TWhit229/mAI_Coach AI-powered iOS workout tracker with real-time form coaching, personal...	23	Experimental	—	Kotlin
39	mxlodyf/Reform A system that uses the MediaPipe Pose deep learning models and a...	22	Experimental	—	Python
40	DanieleCecca/Tesi Progetto di tesi laurea in computer science 2021-2022: WEB-APP PER IL...	22	Experimental	2	—
41	aperry938/zenith-mvp A real-time, AI-assisted movement coaching application that uses computer...	22	Experimental	—	Python
42	gadhvirushiraj/PosePilot AI System for Posture Correction in Physical Exercises	22	Experimental	11	Python
43	hacker-4-good/AI-Trainer ML enabled fitness application for gym guys	22	Experimental	2	kvlang
44	Preethamn15/Smart-AI-Gym-Trainer-With-RealTime-Exercise-Tracking-and-Nutrition-Assistant AI Gym Trainer \| Real-Time Exercise Tracking & Posture Feedback \|...	21	Experimental	10	PHP
45	bhavyabb/AI-fitness-trainer The AI Fitness Trainer is an innovative app that uses real-time pose...	21	Experimental	9	Python
46	gurudev108/theyogiclens.org Ancient wisdom powered by Technology	20	Experimental	2	HTML
47	HaidaQuant/Performance-Prediction-with-Wearable-Tech-Data analyze data from accelerometers placed on the belt, forearm, arm, and...	19	Experimental	4	HTML
48	manishkumar8312/Live-Posture A poseNet demo built using ml5.js and p5.js	18	Experimental	5	JavaScript
49	SalvatoreRa/Yoga_position Yoga position: a web app powered by deep learning model that identify yoga...	18	Experimental	2	Jupyter Notebook
50	Karim-onward/Intellifit-Trainer Android-based AI-powered sports assistant	18	Experimental	1	Java
51	andrei-ace/yoga-ai Predicting 3D human pose from single image using a VCK5000 Versal Development Card	18	Experimental	2	C++
52	subinsk/Posmate A robust AI-driven Web App that monitors a person's Posture is correct or...	17	Experimental	1	CSS
53	tylersue/TrackForm-AI Uses video analysis, pose estimation, and angle-calculating machine learning...	16	Experimental	2	Python
54	FirasMannai/PARO-Style-Patient-Monitoring-System Raspberry Pi 5–based BLE monitoring and recording system for the PARO robot,...	16	Experimental	3	Python
55	meezan-cloud/Smart_Yoga Smart Yoga : AI Yoga Pose Detection And Recommendation System	14	Experimental	—	Python
56	raquelrguezs/ortho-biomechanics-analytics Exploratory biomechanical study using ML to detect orthopedic bracing...	14	Experimental	—	Jupyter Notebook
57	webdevabdul0/YogaApp 🧘 Yoga Pose Correction App	13	Experimental	3	TypeScript
58	avirajsa/sitfix-ai Posture control system developed in python for CS exhibition by students of BDMI.	13	Experimental	—	Python
59	annamjo/pomodoroWorkAndStretch (Chrome Extension) 25 minutes of productivity and 5 minutes of desk-friendly...	12	Experimental	7	JavaScript
60	lukemccl/GymFormCheck A summary of my Individual Project for University of Southampton. This...	12	Experimental	5	C++
61	JRKagumba/2D-video-based-running-analysis A quantitative biomechanical analysis on runners from the 40-yard dash NFL...	12	Experimental	6	Jupyter Notebook
62	InflixOP/JeeVIT-AI-Trainer This repository focuses on the Jeevit project, which offers users assistance...	12	Experimental	7	Jupyter Notebook
63	Graphfied/AI-pose-webapp AI BASED POSTURE CORRECTION SYSTEM FOR REMOTE WORKERS AND DEVS	11	Experimental	1	HTML
64	soonitoon/Yoga_guide AI yoga guide web application	11	Experimental	—	JavaScript
65	manekinekko/machine-learning-standing-desk A fun experiment on how to use machine learning to control your standing desk	11	Experimental	4	TypeScript
66	foxisoffline/asana Ascend with artificial intelligence.	11	Experimental	—	HTML
67	tripathiGithub/Smart_Yoga_Assistant Low cost AI based application to assist users with yoga poses.	10	Experimental	2	—
68	zrkhadija/Yoga-Pose-Recognition-Using-CNNs This project employs deep learning techniques to classify yoga poses from...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

yogAI and YogaAI (47 vs 33) gym-motion-pose-ai and AI-Powered-Gym-Tracker (33 vs 29)