mmpose icon indicating copy to clipboard operation
mmpose copied to clipboard

Meaning of the last two elements of `preds` in bottom up result

Open alicera opened this issue 4 years ago • 5 comments

I try to print the array {'preds': [array([[9.70417969e+02, 4.94542969e+02, 1.00000000e+00, 1.00000000e+00, 1.00000000e+00] I only know the first x,y, keypoint_score . The other doesnt know.

https://user-images.githubusercontent.com/59388989/117801610-1b1ac380-b287-11eb-990c-e37de7c3f39d.png

alicera avatar May 13 '21 13:05 alicera

They are just placeholders for tag-values. Please just ignore them.

jin-s13 avatar May 13 '21 13:05 jin-s13

array([[9.70417969e+02, 4.94542969e+02, 1.00000000e+00, 1.00000000e+00, 1.00000000e+00] [ x , y , keypoint_score , tag, tag] # for nose Is it correct ?

And how about scores [0.8049]? How to define scores.

alicera avatar May 13 '21 13:05 alicera

All scores are changed to 1.0, as suggested by MSCOCO Team.

jin-s13 avatar May 13 '21 13:05 jin-s13

All scores are changed to 1.0, as suggested by MSCOCO Team. Where is the reference? Sorry, I cant understand the scores define.

I only have two things. one is the scores represent the person score. the other is the scores represent all keypoint scores. So the value is higher, it is visible keypoint. Thanks

alicera avatar May 13 '21 14:05 alicera

The following is copied from https://cocodataset.org/#format-results

Note: keypoint coordinates are floats measured from the top left image corner (and are 0-indexed). We recommend rounding coordinates to the nearest pixel to reduce file size. Note also that the visibility flags vi are not currently used (except for controlling visualization), we recommend simply setting vi=1.

jin-s13 avatar May 13 '21 14:05 jin-s13