Yoga Asana Classifier
Description
Hi welcome to my new deep learning project "Yoga Asana Classifier / pose classifier ". This project as the name suggests can predict the yoga pose which you are doing in front of the webcam.This project comprise of three python scripts namely,
Data Collection
Data Training
And finally Inference script.
As all of the name suggest do there respective work.
For this project I used mediapipe pose detection to detect the human body pose and after that I made model with simple Dense network using keras and trained the model on the data. After that i just ran the inference file to do the prediction.
Requirements
pip install mediapipe
pip install keras
pip install tensorflow
pip install opencv-python
pip install numpy
How to Run?
Adding Data
To add data you have to run python data_collection.py and have to provide the name of asana you want to add.Training
To train just run python data_training.py to train the model on newly added data.Running
To Run just run python inference.py and new window will pop up which will be running the predictions.Video
video link : https://youtu.be/sIRqrwZnuHEConnect with me
If you have any queries regarding any of the topic I discussed in this video feel free to talk to e using below links:facebook : https://m.facebook.com/proogramminghub
instagram : @programming_hut
twitter : https://twitter.com/programming_hut
github : https://github.com/Pawandeep-prog
discord : https://discord.gg/G5Cunyg
linkedin : https://www.linkedin.com/in/programminghut
youtube : https://www.youtube.com/c/programminghutofficial
17 Dec 30, 2022
172 Dec 31, 2022
25.1k Jan 02, 2023
12 Jul 21, 2022
12 Dec 28, 2022
64 Dec 21, 2022
1 Jan 11, 2022
12 Aug 27, 2022
97 Jan 03, 2023
6 Dec 14, 2022
1 Jan 12, 2022
103 Dec 29, 2022
25 Oct 31, 2022
4 Dec 11, 2022
52 Dec 23, 2022
50 Dec 07, 2022
5 Aug 10, 2022
395 Dec 19, 2022
50 Jun 07, 2022
115 Dec 23, 2022