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Add augmentations for viewpoint shift (camera angle and distance) #16

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GokulNC opened this issue Jul 11, 2021 · 0 comments
Open

Add augmentations for viewpoint shift (camera angle and distance) #16

GokulNC opened this issue Jul 11, 2021 · 0 comments
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enhancement New feature or request

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@GokulNC
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GokulNC commented Jul 11, 2021

As in:
Contrastive Self-Supervised Learning for Skeleton Action Recognition

image

Viewpoint Augmentations:

  • Angle shift
    • Implemented as rotation transform of the original coordinate-system
    • Currently, the implemented RotationTransform only does rotation about 1 axis. Extend to 2 axis (if possible, 3D)
  • Distance shift
    • (But since we do ScaleNormalization before sending to network, is this necessary?)
    • (Also ScaleTransform should handle this?)
@GokulNC GokulNC added the enhancement New feature or request label Jul 11, 2021
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@GokulNC