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
100 Dec 28, 2022
35 Jan 03, 2023
326 Dec 13, 2022
36 Oct 27, 2022
1.1k Dec 30, 2022
1 Nov 13, 2021
9.3k Jan 07, 2023
57 Dec 26, 2022
75 Dec 13, 2022
101 Dec 12, 2022
367 Jan 09, 2023
131 Jan 02, 2023
73 Dec 28, 2022
29 Sep 01, 2022
99 Oct 15, 2022
18.6k Jan 01, 2023
22 Dec 12, 2022
166 Dec 28, 2022
80 Jan 03, 2023
631 Jan 04, 2023