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[Image Classification] Add Vision Transformer family #19

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merged 9 commits into from
Feb 3, 2023
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@DavidLandup0 DavidLandup0 commented Feb 3, 2023

Closes #18

Adds:

  • deepvision.layers.TransformerEncoder() (including internal __TransformerEncoderTF and __TransformerEncoderPT
  • deepvision.layers.PatchingAndEmbedding() (including internal __PatchingAndEmbeddingTF and __PatchingAndEmbeddingPT

And models:

  • deepvision.models.ViTTiny16()
  • deepvision.models.ViTS16()
  • deepvision.models.ViTB16()
  • deepvision.models.ViTL16()
  • deepvision.models.ViTH16()
  • deepvision.models.ViTTiny32()
  • deepvision.models.ViTS32()
  • deepvision.models.ViTB32()
  • deepvision.models.ViTL32()
  • deepvision.models.ViTH32()

Through:

  • ViTTF and ViTPT

@DavidLandup0 DavidLandup0 merged commit 4e64ee6 into main Feb 3, 2023
@DavidLandup0 DavidLandup0 deleted the vit branch February 4, 2023 11:52
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Add Vision Transformers
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