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[models] Add keypoint detection models #124

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frgfm opened this issue May 28, 2021 · 2 comments
Open

[models] Add keypoint detection models #124

frgfm opened this issue May 28, 2021 · 2 comments
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help wanted Extra attention is needed module: models Related to models type: enhancement New feature or request
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@frgfm
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frgfm commented May 28, 2021

Currently we perform keypoint detection by:

  • using a robust image classifier
  • use its class activation to extrapolate the keypoint

We should explore alternative ways with light backbones to perform actual keypoint detection and train it properly.

@frgfm frgfm added type: enhancement New feature or request help wanted Extra attention is needed module: models Related to models labels May 28, 2021
@frgfm frgfm added this to the 0.2.0 milestone May 28, 2021
@frgfm frgfm modified the milestones: 0.2.0, 1.0.0 Jul 14, 2022
@Aym98
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Aym98 commented Feb 19, 2024

Is this issue still relevant ?

@frgfm
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frgfm commented Mar 9, 2024

Hey @Aym98 👋

Yes, so far we've defaulted to object detection, but this is still not ideal. Add comparatively, keypoint detection is a much more adequate task to model. We could train much lighter models for this 👌

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help wanted Extra attention is needed module: models Related to models type: enhancement New feature or request
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