https://github.com/devendra116/yogaguru
It is a Python based Web App which uses Machine Learning to predict the real time accuracy of the yoga pose performed by the yoga practitioner.
https://github.com/devendra116/yogaguru
machine-learning mediapipe opencv python real-time-pose-estimation streamlit yoga
Last synced: 3 months ago
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It is a Python based Web App which uses Machine Learning to predict the real time accuracy of the yoga pose performed by the yoga practitioner.
- Host: GitHub
- URL: https://github.com/devendra116/yogaguru
- Owner: Devendra116
- Created: 2022-04-08T17:05:02.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2022-09-21T17:25:12.000Z (over 2 years ago)
- Last Synced: 2025-01-11T03:22:23.249Z (4 months ago)
- Topics: machine-learning, mediapipe, opencv, python, real-time-pose-estimation, streamlit, yoga
- Language: Jupyter Notebook
- Homepage:
- Size: 31.2 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# YogaGuru
*This project is a simple demonstration of using machine learning ability to produce the accuarcy of yoga practicener based on the body position he/she is performing with respect to the selected yoga pose*
Learn more on YogaGuru on my [Blog](https://medium.com/@chauhandevendra116/yogaguru-part-1-data-collection-cb643bde7ff8)
### What all feature it provide :
- Easy setup and implementation
- Does not require high computational power (as it is based on mediapipe which is very efficient for computation)
- No internet require
- It gives real time accuarcy
### What all Things to improve :
- A user can Upload a pre-recorded Video and get Feedback for the same.
- Choose a tutorial video of your own choice and practice.
- Increase the accuracy of the model.
- Add different yoga poses/exercises.
### Process Flow :
### Results Images :
