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Published 20 hours ago • verified publisher icon keras-team

Master Issue to track Preprocessing Layer Support for BBox and Segmentation Masks

Open ariG23498 opened this issue 2 years ago • 10 comments

Segmentation Masks:

  • [x] AugMix: https://github.com/keras-team/keras-cv/pull/1988
  • [x] FourierMix: https://github.com/keras-team/keras-cv/pull/1991
  • [ ] RandAugment
  • [x] RandomCrop: https://github.com/keras-team/keras-cv/pull/2027
  • [x] RandomCutout: https://github.com/keras-team/keras-cv/pull/2004
  • [x] RandomShear: https://github.com/keras-team/keras-cv/pull/2021
  • [x] RandomTranslation: https://github.com/keras-team/keras-cv/pull/2024
  • [x] RandomZoom - https://github.com/keras-team/keras-cv/pull/2010
  • [ ] RandomAspectRatio

BBox:

  • [ ] CutMix
  • [ ] FourierMix
  • [x] RandAugment: https://github.com/keras-team/keras-cv/issues/728
  • [x] RandomCutout: https://github.com/keras-team/keras-cv/issues/730
  • [ ] RandomZoom - @ariG23498

The list directly comes from this README.

CC: @ianstenbit

ariG23498 avatar Jul 31 '23 11:07 ariG23498

Partially similar. https://github.com/keras-team/keras-cv/discussions/93

innat avatar Jul 31 '23 17:07 innat

Hi ! I'm going to work in add augment_bounding_boxes support to RandAugment layer #728 🤗

AdonaiVera avatar Aug 01 '23 17:08 AdonaiVera

Hi @cosmo3769 -- I have noticed you taking up on a lot of segmentation map layers 🤗 . Thanks for that. Could you first claim the layers in this issue? -- That would help us track the progress better.

ariG23498 avatar Aug 02 '23 13:08 ariG23498

@ariG23498 Surely. I would tag this issue first before opening a new PR.

cosmo3769 avatar Aug 03 '23 11:08 cosmo3769

Hi @ariG23498, I have worked on adding segmentation mask support in RandomShear layer. Opening a PR.

cosmo3769 avatar Aug 11 '23 14:08 cosmo3769

@ariG23498 Could you please add RandomAspectRatio in the 'Segmentation Mask' section in the description above. It's missing here.

cosmo3769 avatar Aug 11 '23 16:08 cosmo3769

@ariG23498 Taking up RandomTranslation and RandomCrop

IMvision12 avatar Aug 11 '23 18:08 IMvision12

@ariG23498 can I take CutMix and FourierMix in BBox?

Zekrom-7780 avatar Aug 12 '23 21:08 Zekrom-7780

@ariG23498 can I take CutMix and FourierMix in BBox?

Hey @Zekrom-7780 please feel free to take them up! As soon as you have made a PR link this issue and I will update the description accordingly. Thanks!

ariG23498 avatar Aug 17 '23 10:08 ariG23498

Hi @ariG23498, the correct link is [RandomCrop] Supporting Segmentation Masks #2027. Please update. Thank you.

cosmo3769 avatar Aug 17 '23 15:08 cosmo3769