As we all are aware,these are tough times ,people are stuck in their homes because of the pandemic,devoid of proper resources to keep a good track of their health. We bring to their aid this project called 'YoGame'. 'YoGame' is an automated yoga instructor that enables people to practice Yoga and exercise in the calm environment of their homes without having to go and risk their health outside.
This project helps people by enabling them to practice and perform Yoga at the comfort of their homes.This project uses the latest Google Creative Lab collaboration - the TensorFlow.js version of PoseNet, a machine learning model which allows for real-time human pose estimation in the browser. The site is setup in a game like environment where you can compete with other users to rank on top of the leaderboard. All you have to do is try and perform the same Asana on the screen in the correct posture for the given time,and there you go! The more asanas you perform in the correct manner the higher you rank on the leaderboard. So what are you waiting for? See you on the top !
- React
- Redux
- TailWind CSS
- ML5.js
- Tensorflow.js
- PoseNet
- Express.js
- MongoDB
Hosted here : https://yoga-pose-game.web.app/
- Accurate and Efficient Model
- Correct Pose Detection
- Realtime Leaderboard
- Subtle UI
- Google Authentication
- Highly secure browser environment using tensorflow.js
- Google Oauth
- JWT token authentication
To-do list:
- The model will be trained to many more asanas in the upcoming future.
Project is: Completed
Created with ❤️ by Mukhrit (
