search

edvardHua / PoseEstimationForMobile

:dancer: Real-time single person pose estimation for Android and iOS.
Apache License 2.0
1k stars 268 forks source link

Do I need any post process after inference on mobile? #66

Open tucan9389 opened 5 years ago

tucan9389 commented 5 years ago

Hey, hi again! I'm feedbacked about needs to post process on Android project. In my case, PoseEstimation-CoreML, I'm not any post process after inference. Just pick the x, y indices of maximum value from the heatmaps result.

1. Is there any need to post process after inference?

2. Besides, is it related to #61 issue(output resolution is only 24x24)?

Thank you.

edvardHua commented 5 years ago

  1. It's need gaussian filter after output and then average the coordinates between the n-frames for reducing shake in real-time inference.

  2. Indeed, it resulted low precision in keypoints regression.

I still working on it...