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Add image_pair_similarity_filter #393

Merged
merged 10 commits into from
Sep 9, 2024
Merged

Add image_pair_similarity_filter #393

merged 10 commits into from
Sep 9, 2024

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Qirui-jiao
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Calculate the cosine similarity of CLIP image features for paired images, and filter the samples based on this value.
Hyperparameters:

  • min_score – the min similarity score of filter range.
  • max_score – the max similarity score of filter range.

@yxdyc yxdyc requested review from HYLcool and yxdyc August 21, 2024 08:14
@yxdyc yxdyc added enhancement New feature or request dj:multimodal issues/PRs about multimodal data processing dj:op issues/PRs about some specific OPs labels Aug 21, 2024
@yxdyc yxdyc changed the title upload image_pair_similarity_filter Add image_pair_similarity_filter Aug 21, 2024
@HYLcool HYLcool mentioned this pull request Aug 30, 2024
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HYLcool
HYLcool approved these changes Sep 9, 2024
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LGTM

@HYLcool HYLcool merged commit b3559af into modelscope:main Sep 9, 2024
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@HYLcool HYLcool HYLcool approved these changes

@yxdyc yxdyc Awaiting requested review from yxdyc

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@Qirui-jiao @HYLcool @yxdyc