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Published 20 hours ago • verified publisher icon lucidrains

Does exist possible to find images from dataset which similar to generated image?

Open Dok11 opened this issue 3 years ago • 4 comments

Or I need use technics like FID to solve this task?

Dok11 avatar Jan 04 '21 11:01 Dok11

People use LPIPS in papers.

https://github.com/richzhang/PerceptualSimilarity

woctezuma avatar Jan 04 '21 13:01 woctezuma

People use LPIPS in papers.

https://github.com/richzhang/PerceptualSimilarity

How is this different from FID ?

bogdan-ivan avatar Jan 04 '21 22:01 bogdan-ivan

Judging by the readme.md and API it's almost same technic like FID 🤔 But I still not tried use it

Dok11 avatar Jan 04 '21 22:01 Dok11

How is this different from FID ?

Similar concept, but:

  • FID measures distance between two distributions of images,
  • while LPIPS measures distances between two images.

woctezuma avatar Jan 05 '21 09:01 woctezuma