pytorch / pytorch/vision

Add 3-augment from DeiT III

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Dominant language
Python
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Forks
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Avg merge
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Merged PRs (30d)
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Description

🚀 The feature

As the title suggest, add the data augmentation from https://arxiv.org/abs/2204.07118

Motivation, pitch

This seems to be a simple recipe with good results and the Deit family is widely recognized.

Alternatives

No response

Additional context

No response

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reading the linked DeiT III paper to define the 3-augment recipe, then inspect torchvision's existing augmentation APIs and related tests. No implementation file or test is named in the issue; done means the augmentation is available through the appropriate torchvision interface and its behavior is covered by tests.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision, machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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