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.
Get all 71 projects as JSON
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
NgoQuocBao1010/Exercise-Correction
Make use of the power of Mediapipe’s pose detection, this project is built... |
|
Emerging |
| 2 |
RiccardoRiccio/Fitness-AI-Trainer-With-Automatic-Exercise-Recognition-and-Counting
An extension of the previous 'Fitness-AI-Coach': a complete web application... |
|
Emerging |
| 3 |
cris-maillo/yogAI
work in progress |
|
Emerging |
| 4 |
reevald/ai-workout-assistant
AI-based pose tracking and repetitions counter to help everyone do the workout. |
|
Emerging |
| 5 |
Furkan-Gulsen/Sport-With-AI
The human body is detected with the help of the Mediapipe library. Then,... |
|
Emerging |
| 6 |
chrisprasanna/Exercise_Recognition_AI
Developing a virtual personal fitness tracker and exercise activity... |
|
Emerging |
| 7 |
forhadsidhu/Yoga-pose-detection
Yoga-pose detection using PoseNet,p5js with sound effects |
|
Emerging |
| 8 |
abishekvashok/Rep-Counter
AI Exercise Rep Counter based on Google's Human Pose Estimation Library (Posenet) |
|
Emerging |
| 9 |
hahaTT0902/GROWin
GROWin is an AI-powered system that recognizes and analyzes rowing movements... |
|
Emerging |
| 10 |
OmSadavarte/Biomechanics-Ai_ntl.ipynb
We got your back! |
|
Emerging |
| 11 |
jrobchin/phormatics
Using A.I. and computer vision to build a virtual personal fitness trainer.... |
|
Emerging |
| 12 |
MohEsmail143/coach-ai
A Flutter app that utilises TensorFlow's MoveNet model for pose detection,... |
|
Emerging |
| 13 |
abhishekjani08/Yoga-Posture-Detection-using-Mediapipe
A machine learning project which detects yoga postures and the accuracy of... |
|
Experimental |
| 14 |
sidex15/PoseExercise-WebApp
A collaboration between the proponents of the thesis titled "DEVELOPMENT OF... |
|
Experimental |
| 15 |
shub-garg/Yoga-Pose-Classification-and-Skeletonization
This repository contains an implementation of a deep learning approach for... |
|
Experimental |
| 16 |
SohamPrajapati/Posture-Detection-Pose-Classification-Project
"Welcome to our posture detection and pose classification web application... |
|
Experimental |
| 17 |
kochlisGit/Deep-Trainer
Monitor Your Workout through a Webcam/IP Camera. No equipment is required,... |
|
Experimental |
| 18 |
twixupmysleeve/Posture
Pose Detection and Machine Learning for real-time body posture analysis... |
|
Experimental |
| 19 |
divinelight2002/YogaAI
YogaAI is inspired by various Machine Learning models for visual... |
|
Experimental |
| 20 |
Shanover77/gym-motion-pose-ai
A project that aims to act as intermediator for exercises by applying ML and... |
|
Experimental |
| 21 |
AyushD95/Yoga-Pose-Prediction
Yoga-Pose_Predict is a Flask web app for predicting yoga poses in images. It... |
|
Experimental |
| 22 |
KshavCode/therapease-app
Therap-Ease is an intelligent physiotherapy platform designed to modernize... |
|
Experimental |
| 23 |
TWhit229/mAI_Coach
AI-powered iOS workout tracker with real-time form coaching, personal... |
|
Experimental |
| 24 |
gwonxhj/edge-posture-monitor
Edge AI posture monitoring system using STM32 sensors and Raspberry Pi for... |
|
Experimental |
| 25 |
mxlodyf/Reform
A system that uses the MediaPipe Pose deep learning models and a... |
|
Experimental |
| 26 |
aperry938/zenith-mvp
A real-time, AI-assisted movement coaching application that uses computer... |
|
Experimental |
| 27 |
iamramzan/AI-Powered-Gym-Tracker
In this project, I developed an AI-powered gym tracker using Pose Estimation... |
|
Experimental |
| 28 |
ChanithaAbey/GymBro
A computer vision system for analysing bicep curl form using pose... |
|
Experimental |
| 29 |
KKopilka/AI-FinessTrainer
AI-FitnessTrainer using YOLOv8-pose |
|
Experimental |
| 30 |
nimom38/Pushup-and-Squats-Counter
This android app makes use of the phone's camera to count how many pushups... |
|
Experimental |
| 31 |
KinesteX/.github
Integrate your personal AI Fitness Trainer in minutes with our SDK and... |
|
Experimental |
| 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,... |
|
Experimental |
| 33 |
avenix/WDK-RED
Wearables Development Toolkit - Visual programming tool |
|
Experimental |
| 34 |
yAya-yns/Sit-up
The personalized AI posture practitioner that prevents cervical & lumbar... |
|
Experimental |
| 35 |
bourbonbourbon/yoga-pose-detection-correction
Python application to detect and correct yoga poses in real time |
|
Experimental |
| 36 |
atharvaa45/YogAI-AI-Powered-Yoga-Pose-Detection-Evaluation
AI-powered real-time yoga pose detection and evaluation system using a novel... |
|
Experimental |
| 37 |
gadhvirushiraj/PosePilot
AI System for Posture Correction in Physical Exercises |
|
Experimental |
| 38 |
Harrow-Enigma/pushup-counter
Count your reps using TensorFlow.js and AI-powered pose estimation |
|
Experimental |
| 39 |
kamyab9k/FitCore-Documentation
Home workouts & AI Coach |
|
Experimental |
| 40 |
Turwash/AsanaAi
AsanaAi is not just another fitness app; it's a comprehensive tool designed... |
|
Experimental |
| 41 |
RubenAMtz/ai-sports-assistant
Olympic weightlifting videos analysis, action recognition and assessment. |
|
Experimental |
| 42 |
yMayanand/Yoga-Pose-Classification
Yoga Pose Detection and classification using deep learning |
|
Experimental |
| 43 |
FirasMannai/PARO-Style-Patient-Monitoring-System
Raspberry Pi 5–based BLE monitoring and recording system for the PARO robot,... |
|
Experimental |
| 44 |
Turwash/AsanaAi_Android_Application
AsanaAi extends its reach to Android devices, offering users the... |
|
Experimental |
| 45 |
Modarb-Ai-Trainer/modarb-android
🤖💪 AI Fitness Trainer: An Android app leveraging machine learning and... |
|
Experimental |
| 46 |
airscholar/AI-Workout-Manager
AI Workout Manager is a pose detection application that uses Artificial... |
|
Experimental |
| 47 |
softmaximalist/PostureCorrector
A lightweight browser extension that detects bad posture (slouching) in... |
|
Experimental |
| 48 |
sidharthvinod24/AI-Real-Time-Exercise-Tracker-
A Computer Vision Project for AAI3001 Module, This project is an AI Pose... |
|
Experimental |
| 49 |
Preethamn15/Smart-AI-Gym-Trainer-With-RealTime-Exercise-Tracking-and-Nutrition-Assistant
AI Gym Trainer | Real-Time Exercise Tracking & Posture Feedback |... |
|
Experimental |
| 50 |
DanieleCecca/Tesi
Progetto di tesi laurea in computer science 2021-2022: WEB-APP PER IL... |
|
Experimental |
| 51 |
hacker-4-good/AI-Trainer
ML enabled fitness application for gym guys |
|
Experimental |
| 52 |
raquelrguezs/ortho-biomechanics-analytics
Exploratory biomechanical study using ML to detect orthopedic bracing... |
|
Experimental |
| 53 |
ErPang97/RunningGaitAnalysis
Video recognition software for analyzing one's running gait. |
|
Experimental |
| 54 |
bhavyabb/AI-fitness-trainer
The AI Fitness Trainer is an innovative app that uses real-time pose... |
|
Experimental |
| 55 |
Michael-Pytel/PosePro
Automated push-up form assessment using MediaPipe pose estimation and binary... |
|
Experimental |
| 56 |
DavidFerruggiaro/ai-personal-trainer
Computer vision powered personal trainer that analyzes squat mechanics in... |
|
Experimental |
| 57 |
meezan-cloud/Smart_Yoga
Smart Yoga : AI Yoga Pose Detection And Recommendation System |
|
Experimental |
| 58 |
shanesok/PostureBuddyAi
Real-time posture detection system using MediaPipe and machine learning... |
|
Experimental |
| 59 |
gurudev108/theyogiclens.org
Ancient wisdom powered by Technology |
|
Experimental |
| 60 |
HaidaQuant/Performance-Prediction-with-Wearable-Tech-Data
analyze data from accelerometers placed on the belt, forearm, arm, and... |
|
Experimental |
| 61 |
Karim-onward/Intellifit-Trainer
Android-based AI-powered sports assistant |
|
Experimental |
| 62 |
hishamabd235/ai-gym-assistant
AI-powered fitness assistant with real-time pose detection and workout analytics. |
|
Experimental |
| 63 |
andrei-ace/yoga-ai
Predicting 3D human pose from single image using a VCK5000 Versal Development Card |
|
Experimental |
| 64 |
SalvatoreRa/Yoga_position
Yoga position: a web app powered by deep learning model that identify yoga... |
|
Experimental |
| 65 |
JRKagumba/2D-video-based-exercise-classification
A biomechanics based movement detection algorithm that only requires 2D... |
|
Experimental |
| 66 |
Kyungseop0206/golf-swing-pose-analysis
B2B Proof of Concept for single camera golf swing and 3D pose comparison. |
|
Experimental |
| 67 |
avirajsa/sitfix-ai
Posture control system developed in python for CS exhibition by students of BDMI. |
|
Experimental |
| 68 |
Jiwoo-Jung-AIS/Online_Poomsae_Trainer
Web-based computer-vision Taekwondo poomsae trainer evaluating 14... |
|
Experimental |
| 69 |
SheathedSharp/postureCompliance-monitor
A comprehensive posture compliance monitoring system for retinal detachment... |
|
Experimental |
| 70 |
manishkumar8312/Live-Posture
A poseNet demo built using ml5.js and p5.js |
|
Experimental |
| 71 |
subinsk/Posmate
A robust AI-driven Web App that monitors a person's Posture is correct or... |
|
Experimental |