Inconsistent Human Body Detection in QuickPose SDK

[Purvesh-Dodiya]

Description
I've integrated the QuickPose SDK for various exercise detection scenarios. Occasionally, when I start an exercise, the SDK struggles to detect the human body accurately. Instead of correct landmarks, it generates random lines that don't correspond to actual human body positions

Steps to Reproduce

1. Start an exercise using QuickPose SDK.
2. Observe that, in some instances, the SDK displays random landmarks instead of correctly identifying the human body.

Observed Behavior

• Initial detection occasionally fails, resulting in random landmarks.
• When I move out of view and re-enter, the SDK detects the body correctly.

Expected Behavior

• Accurate body detection upon initial view without the need to leave and re-enter the frame.

Questions

• Is there an existing fix or upcoming improvement to enhance initial detection accuracy?
• Is there a method within the SDK to identify when the body is not being detected correctly?

Additional Information

• QuickPose SDK version: main branch
  Platform (iOS/Android): iOS

Thank you for looking into this!

[filipljubicic]

Hi Purvesh, we are unable to see the gif so we are not sure what is exactly happening with your app to show errors in the detection. Can you please add again as a comment or share a link to the gif.

[Purvesh-Dodiya]

@filipljubicic When we stat quickPose and person is not fully in the view then it goes to fully in the frame then also it just randomly shows the landmark..seems like model is confused to detect human.

[Purvesh-Dodiya]

github_issue.mov

@filipljubicic I have added screen recording here which is showing furniture as human. There is no human in the screen but still its detecting.