CutMix augmentation for Object Detection task. about keras-cv HOT 6 CLOSED

I found a reference in section 2.3.9 of:

https://arxiv.org/abs/2106.07085

from keras-cv.

I suppose these are just sparse experiments. Do we have some reference paper for CutMix and Mixup for object detection?

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@bhack
Thanks for bringing up this reference, just skimmed through some content and it looks interesting. Also If you look at the original cut-mix paperwork, you would find that they have actually included object detection tasks too. But I didn't find any section in the original mixup paperwork. But another paper does (also the cutmix too). Here I've just found an interesting document regarding the mixup type augmentation paper list in various domains.

from keras-cv.

I think in the original paper It was something different:

CutMix pre-trained model when it is
fine-tuned for object detection

from keras-cv.

Here I've just found an interesting document regarding the mixup type augmentation paper list in various domains.

If you check the first in the list (2d object) was exactly the reference mentioned in the survey.

from keras-cv.

This is now available for MixUp, need CutMix still

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