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uoguelph-mlrg / Cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552
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CutOut in Albumentations #19

Open ternaus opened 6 months ago

ternaus commented 6 months ago

We added a generalized version of Cutout in Albumentains called CourseDropout

Generalized as it allows:

  1. Masking not one but many regions with the number of holes that is sampled or fixed.
  2. Shape could be square as in Cutout, or recnatgular
  3. Could be applied not only to images, but images, segmentation masks and key points

Feel free to check documentation

gwtaylor commented 6 months ago

Thanks for sharing. Is there something going on with your site's DNS? I tried resolving albumentations.ai through multiple DNS servers and I'm not getting a hit.

ternaus commented 6 months ago

yes, issues with DNS, working on it, will message let you know here when I will fix it.

ternaus commented 6 months ago

@gwtaylor Fixed

gwtaylor commented 5 months ago

Thanks, it works now!

ternaus commented 5 months ago

@gwtaylor If you, as an expert in the field of Computer Vision and data augmentations have any questions / proposals / feedback or just open for a short video chat, feel free to email me at: iglovikov@gmail.com, or message at LinkedIn at https://www.linkedin.com/in/iglovikov/