pyskl icon indicating copy to clipboard operation
pyskl copied to clipboard

How to ensemble the results from joint-PoseConv3D and limb-PoseConv3D?

Open icost77 opened this issue 2 years ago • 2 comments

I have a question about how to get the result of PoseConv3D (J + L) ? How to ensemble to get the result of two-stream ?

icost77 avatar May 04 '23 08:05 icost77

Hi, @icost77 , To ensemble to two streams, you need to first save the inference result (.pkl files that include the predicted probabilities for every action class and all videos). Then you should do a weighted average to combine the two result file to get the ensembles probabilities. We use the most simple 1: 1 weighted average.

kennymckormick avatar May 05 '23 08:05 kennymckormick

Hi, @icost77 , To ensemble to two streams, you need to first save the inference result (.pkl files that include the predicted probabilities for every action class and all videos). Then you should do a weighted average to combine the two result file to get the ensembles probabilities. We use the most simple 1: 1 weighted average.

What weighs do you use for combing joint, bone, joint motion and bone motion?

LeiJiang1 avatar Oct 27 '23 15:10 LeiJiang1