Real time pose estimation of a person

[mahipalimkar]

Feature Request: Implement real-time human pose estimation for detecting key body points from live video streams or webcam feeds.

[github-actions]

Thank you for creating this issue! We'll look into it as soon as possible. Your contributions are highly appreciated! 😊

[mahipalimkar]

Can I make a pr?

[abhisheks008]

Hi @mahipalimkar thanks for creating a new issue. Can you please elaborate on the approach and the models you are implementing for this project.

[mahipalimkar]

Yes sure. I have used mediapipe's solutions.pose model for the same. It is capable of detecting 33 key landmark points in both 2d and 3d. I have implemented the 3D version, where each frame is captured and keypoints are detected across it.

[mahipalimkar]

Hello, any followup? @abhisheks008

[Abhiiesante]

Can you please assign this issue to me under 𝗚𝗦𝗦𝗼𝗖 '𝟮𝟰 𝗘𝘅𝘁𝗲𝗻𝗱𝗲𝗱, Hacktoberfest-accepted

[abhisheks008]

Yes sure. I have used mediapipe's solutions.pose model for the same. It is capable of detecting 33 key landmark points in both 2d and 3d. I have implemented the 3D version, where each frame is captured and keypoints are detected across it.

Sorry for replying late @mahipalimkar

Any dataset you are following? And apart from Mediapipe have you tried with other model implementations for this same problem statement?