tensorflow / tensorflow/models

Swin Transformers for image classification

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@pkulzc is already working on this.

Since Sep 21, 2021.

models:research:odapi type:feature
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Description

Prerequisites

Please answer the following question for yourself before submitting an issue.

  • I checked to make sure that this feature has not been requested already.

1. The entire URL of the file you are using

I am planning to contribute this paper implementation: arXiv

2. Describe the feature you request

I plan to contribute to the model and/ or implementation of Swin Transformers (Shifted Window Transformer) which can serve as a general-purpose backbone for computer vision. Swin Transformer is a hierarchical Transformer whose representations are computed with shifted windows. I also contributed the minimal implementations and models of these to:

  • Keras Examples Open Keras Example
  • TensorFlow Hub Open TF Hub

I could wok on expanding these as well.

3. Additional context

I would love to contribute this in either the community or the research category whichever would be more sensible.

4. Are you willing to contribute it? (Yes or No)

Yes

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.

Assessment

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