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 71 exercise form analysis frameworks tracked. The highest-rated is NgoQuocBao1010/Exercise-Correction at 41/100 with 109 stars.

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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...	41	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...	41	Emerging	132	Python
3	cris-maillo/yogAI work in progress	40	Emerging	155	JavaScript
4	reevald/ai-workout-assistant AI-based pose tracking and repetitions counter to help everyone do the workout.	39	Emerging	226	JavaScript
5	Furkan-Gulsen/Sport-With-AI The human body is detected with the help of the Mediapipe library. Then,...	38	Emerging	127	Jupyter Notebook
6	chrisprasanna/Exercise_Recognition_AI Developing a virtual personal fitness tracker and exercise activity...	36	Emerging	119	Jupyter Notebook
7	forhadsidhu/Yoga-pose-detection Yoga-pose detection using PoseNet,p5js with sound effects	35	Emerging	39	JavaScript
8	abishekvashok/Rep-Counter AI Exercise Rep Counter based on Google's Human Pose Estimation Library (Posenet)	34	Emerging	67	Python
9	hahaTT0902/GROWin GROWin is an AI-powered system that recognizes and analyzes rowing movements...	34	Emerging	4	Python
10	OmSadavarte/Biomechanics-Ai_ntl.ipynb We got your back!	32	Emerging	30	Python
11	jrobchin/phormatics Using A.I. and computer vision to build a virtual personal fitness trainer....	32	Emerging	129	Jupyter Notebook
12	MohEsmail143/coach-ai A Flutter app that utilises TensorFlow's MoveNet model for pose detection,...	30	Emerging	24	Jupyter Notebook
13	abhishekjani08/Yoga-Posture-Detection-using-Mediapipe A machine learning project which detects yoga postures and the accuracy of...	29	Experimental	9	Jupyter Notebook
14	sidex15/PoseExercise-WebApp A collaboration between the proponents of the thesis titled "DEVELOPMENT OF...	28	Experimental	6	JavaScript
15	shub-garg/Yoga-Pose-Classification-and-Skeletonization This repository contains an implementation of a deep learning approach for...	28	Experimental	17	Jupyter Notebook
16	SohamPrajapati/Posture-Detection-Pose-Classification-Project "Welcome to our posture detection and pose classification web application...	27	Experimental	5	CSS
17	kochlisGit/Deep-Trainer Monitor Your Workout through a Webcam/IP Camera. No equipment is required,...	27	Experimental	8	PureBasic
18	twixupmysleeve/Posture Pose Detection and Machine Learning for real-time body posture analysis...	27	Experimental	63	Python
19	divinelight2002/YogaAI YogaAI is inspired by various Machine Learning models for visual...	26	Experimental	7	JavaScript
20	Shanover77/gym-motion-pose-ai A project that aims to act as intermediator for exercises by applying ML and...	26	Experimental	11	Jupyter Notebook
21	AyushD95/Yoga-Pose-Prediction Yoga-Pose_Predict is a Flask web app for predicting yoga poses in images. It...	26	Experimental	4	HTML
22	KshavCode/therapease-app Therap-Ease is an intelligent physiotherapy platform designed to modernize...	26	Experimental	2	JavaScript
23	TWhit229/mAI_Coach AI-powered iOS workout tracker with real-time form coaching, personal...	24	Experimental	—	Kotlin
24	gwonxhj/edge-posture-monitor Edge AI posture monitoring system using STM32 sensors and Raspberry Pi for...	23	Experimental	1	Python
25	mxlodyf/Reform A system that uses the MediaPipe Pose deep learning models and a...	22	Experimental	—	Python
26	aperry938/zenith-mvp A real-time, AI-assisted movement coaching application that uses computer...	22	Experimental	—	Python
27	iamramzan/AI-Powered-Gym-Tracker In this project, I developed an AI-powered gym tracker using Pose Estimation...	22	Experimental	1	Python
28	ChanithaAbey/GymBro A computer vision system for analysing bicep curl form using pose...	22	Experimental	4	Jupyter Notebook
29	KKopilka/AI-FinessTrainer AI-FitnessTrainer using YOLOv8-pose	21	Experimental	10	Python
30	nimom38/Pushup-and-Squats-Counter This android app makes use of the phone's camera to count how many pushups...	21	Experimental	9	Kotlin
31	KinesteX/.github Integrate your personal AI Fitness Trainer in minutes with our SDK and...	21	Experimental	2	—
32	FPT-ThaiTuan/Detect-Yoga-Poses-And-Correction-In-Real-Time-Using-Machine-Learning-Algorithms Compare SVM mode yoga movement classification accuracy with Linear kernel,...	21	Experimental	12	Python
33	avenix/WDK-RED Wearables Development Toolkit - Visual programming tool	21	Experimental	8	JavaScript
34	yAya-yns/Sit-up The personalized AI posture practitioner that prevents cervical & lumbar...	21	Experimental	7	TypeScript
35	bourbonbourbon/yoga-pose-detection-correction Python application to detect and correct yoga poses in real time	20	Experimental	12	Jupyter Notebook
36	atharvaa45/YogAI-AI-Powered-Yoga-Pose-Detection-Evaluation AI-powered real-time yoga pose detection and evaluation system using a novel...	20	Experimental	1	JavaScript
37	gadhvirushiraj/PosePilot AI System for Posture Correction in Physical Exercises	19	Experimental	11	Python
38	Harrow-Enigma/pushup-counter Count your reps using TensorFlow.js and AI-powered pose estimation	19	Experimental	10	JavaScript
39	kamyab9k/FitCore-Documentation Home workouts & AI Coach	17	Experimental	2	—
40	Turwash/AsanaAi AsanaAi is not just another fitness app; it's a comprehensive tool designed...	17	Experimental	1	JavaScript
41	RubenAMtz/ai-sports-assistant Olympic weightlifting videos analysis, action recognition and assessment.	17	Experimental	31	Python
42	yMayanand/Yoga-Pose-Classification Yoga Pose Detection and classification using deep learning	17	Experimental	3	Java
43	FirasMannai/PARO-Style-Patient-Monitoring-System Raspberry Pi 5–based BLE monitoring and recording system for the PARO robot,...	17	Experimental	3	Python
44	Turwash/AsanaAi_Android_Application AsanaAi extends its reach to Android devices, offering users the...	17	Experimental	2	Kotlin
45	Modarb-Ai-Trainer/modarb-android 🤖💪 AI Fitness Trainer: An Android app leveraging machine learning and...	17	Experimental	3	Kotlin
46	airscholar/AI-Workout-Manager AI Workout Manager is a pose detection application that uses Artificial...	16	Experimental	4	Python
47	softmaximalist/PostureCorrector A lightweight browser extension that detects bad posture (slouching) in...	16	Experimental	1	JavaScript
48	sidharthvinod24/AI-Real-Time-Exercise-Tracker- A Computer Vision Project for AAI3001 Module, This project is an AI Pose...	15	Experimental	—	Jupyter Notebook
49	Preethamn15/Smart-AI-Gym-Trainer-With-RealTime-Exercise-Tracking-and-Nutrition-Assistant AI Gym Trainer \| Real-Time Exercise Tracking & Posture Feedback \|...	15	Experimental	10	PHP
50	DanieleCecca/Tesi Progetto di tesi laurea in computer science 2021-2022: WEB-APP PER IL...	15	Experimental	2	—
51	hacker-4-good/AI-Trainer ML enabled fitness application for gym guys	15	Experimental	2	kvlang
52	raquelrguezs/ortho-biomechanics-analytics Exploratory biomechanical study using ML to detect orthopedic bracing...	14	Experimental	—	Jupyter Notebook
53	ErPang97/RunningGaitAnalysis Video recognition software for analyzing one's running gait.	14	Experimental	1	TypeScript
54	bhavyabb/AI-fitness-trainer The AI Fitness Trainer is an innovative app that uses real-time pose...	14	Experimental	9	Python
55	Michael-Pytel/PosePro Automated push-up form assessment using MediaPipe pose estimation and binary...	14	Experimental	—	Python
56	DavidFerruggiaro/ai-personal-trainer Computer vision powered personal trainer that analyzes squat mechanics in...	14	Experimental	—	Python
57	meezan-cloud/Smart_Yoga Smart Yoga : AI Yoga Pose Detection And Recommendation System	14	Experimental	—	Python
58	shanesok/PostureBuddyAi Real-time posture detection system using MediaPipe and machine learning...	14	Experimental	—	Python
59	gurudev108/theyogiclens.org Ancient wisdom powered by Technology	13	Experimental	2	HTML
60	HaidaQuant/Performance-Prediction-with-Wearable-Tech-Data analyze data from accelerometers placed on the belt, forearm, arm, and...	12	Experimental	4	HTML
61	Karim-onward/Intellifit-Trainer Android-based AI-powered sports assistant	12	Experimental	1	Java
62	hishamabd235/ai-gym-assistant AI-powered fitness assistant with real-time pose detection and workout analytics.	12	Experimental	1	TypeScript
63	andrei-ace/yoga-ai Predicting 3D human pose from single image using a VCK5000 Versal Development Card	11	Experimental	2	C++
64	SalvatoreRa/Yoga_position Yoga position: a web app powered by deep learning model that identify yoga...	11	Experimental	2	Jupyter Notebook
65	JRKagumba/2D-video-based-exercise-classification A biomechanics based movement detection algorithm that only requires 2D...	11	Experimental	8	Jupyter Notebook
66	Kyungseop0206/golf-swing-pose-analysis B2B Proof of Concept for single camera golf swing and 3D pose comparison.	11	Experimental	—	—
67	avirajsa/sitfix-ai Posture control system developed in python for CS exhibition by students of BDMI.	11	Experimental	—	Python
68	Jiwoo-Jung-AIS/Online_Poomsae_Trainer Web-based computer-vision Taekwondo poomsae trainer evaluating 14...	11	Experimental	—	—
69	SheathedSharp/postureCompliance-monitor A comprehensive posture compliance monitoring system for retinal detachment...	11	Experimental	—	JavaScript
70	manishkumar8312/Live-Posture A poseNet demo built using ml5.js and p5.js	11	Experimental	5	JavaScript
71	subinsk/Posmate A robust AI-driven Web App that monitors a person's Posture is correct or...	10	Experimental	1	CSS

Comparisons in this category

yogAI and YogaAI (40 vs 26)