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[Feature] add a score_per_joint option in test_cfg #1169

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piercus opened this issue Feb 5, 2022 · 0 comments
Closed

[Feature] add a score_per_joint option in test_cfg #1169

piercus opened this issue Feb 5, 2022 · 0 comments
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enhancement New feature or request

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@piercus
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piercus commented Feb 5, 2022

Related to #9 (comment)

Describe the feature

It would be great to have a 'score_per_joint' option in test_cfg in order to output one score per joint, instead of having only a global score for the pose, my use case is related to associative embedding

Motivation

In the context of bottom-up models, currently, we have 2 options :

  • return_heatmap=False will only return the pose with one score per pose
  • return_heatmap=True will give the full details about heatmaps as output
  1. Those 2 choices are inconvenient if you do not want to carry the whole heatmaps, and you still want to know exaclty which joint, in the pose is present for sure, and which joint might be occluded, it is even more the case when using refine=True and missing joint are completed, loosing the information about which joint is confident and which one is not.

  2. I feel that all the use cases related to detecting occluded parts vs non-occlueded parts may benefit from this feature

piercus added a commit to piercus/mmpose that referenced this issue Feb 5, 2022
ly015 pushed a commit that referenced this issue Feb 11, 2022
* [Fix] #1169 score_per_joint

* [Fix] docstring

* [Fix] #1169 coverage following review remark #1170 (comment)
@jin-s13 jin-s13 added the enhancement New feature or request label Feb 11, 2022
ly015 pushed a commit to ly015/mmpose that referenced this issue Feb 11, 2022
* [Fix] open-mmlab#1169 score_per_joint

* [Fix] docstring

* [Fix] open-mmlab#1169 coverage following review remark open-mmlab#1170 (comment)
@jin-s13 jin-s13 closed this as completed Feb 25, 2022
shuheilocale pushed a commit to shuheilocale/mmpose that referenced this issue May 6, 2023
* [Fix] open-mmlab#1169 score_per_joint

* [Fix] docstring

* [Fix] open-mmlab#1169 coverage following review remark open-mmlab#1170 (comment)
HAOCHENYE pushed a commit to HAOCHENYE/mmpose that referenced this issue Jun 27, 2023
ajgrafton pushed a commit to ajgrafton/mmpose that referenced this issue Mar 6, 2024
* [Fix] open-mmlab#1169 score_per_joint

* [Fix] docstring

* [Fix] open-mmlab#1169 coverage following review remark open-mmlab#1170 (comment)
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