FPT-ThaiTuan/Detect-Yoga-Poses-And-Correction-In-Real-Time-Using-Machine-Learning-Algorithms
Compare SVM mode yoga movement classification accuracy with Linear kernel, Polynomial kernel, RBF (Radial Basis Function) kernel, LSTM with accuracy up to 98%. In addition, it also supports adjusting the practitioner's movements according to standard movements.
This tool helps yoga practitioners get real-time feedback on their poses during a session. It takes video input of your movements and identifies the specific yoga pose, then provides immediate guidance to correct your form to match standard movements. It's designed for individuals practicing yoga at home who want to improve their technique.
No commits in the last 6 months.
Use this if you practice yoga by yourself and want an AI assistant to guide you on proper form and posture correction.
Not ideal if you prefer in-person instruction from a yoga teacher or if you need feedback on advanced, very specific yoga sequences not covered by common poses.
Stars
12
Forks
5
Language
Python
License
—
Category
Last pushed
May 18, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/FPT-ThaiTuan/Detect-Yoga-Poses-And-Correction-In-Real-Time-Using-Machine-Learning-Algorithms"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
RiccardoRiccio/Fitness-AI-Trainer-With-Automatic-Exercise-Recognition-and-Counting
An extension of the previous 'Fitness-AI-Coach': a complete web application with real-time...
NgoQuocBao1010/Exercise-Correction
Make use of the power of Mediapipe’s pose detection, this project is built in order to analyze,...
cris-maillo/yogAI
work in progress
reevald/ai-workout-assistant
AI-based pose tracking and repetitions counter to help everyone do the workout.
Furkan-Gulsen/Sport-With-AI
The human body is detected with the help of the Mediapipe library. Then, using the mathematical...