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
2 Sep 02, 2022
5 Nov 30, 2022
55 Dec 29, 2022
571 Dec 28, 2022
18 Nov 12, 2022
9 Dec 21, 2022
1.4k Jan 07, 2023
4 Aug 07, 2022
6 Dec 29, 2021
65 Sep 12, 2022
2 Feb 16, 2022
133 Dec 29, 2022
8.4k Jan 01, 2023
1.7k Jan 09, 2023
80 Dec 21, 2022
74 Nov 29, 2022
9 Oct 25, 2022
62 Dec 21, 2022
10 Oct 06, 2022