Information regarding PhotoEditor

satoshi-kosugi / Unpaired-Image-Enhancement

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Open trideeprath opened 3 years ago

trideeprath commented 3 years ago

Can you please provide a little more information about the PhotoEditor edit function algorithms. Like

What exactly does Srgb2Photopro do?
What's the purpose of Sigmoid Inverse and Sigmoid here?
How did you come up with the 12 edit functions. Have you done any ablation study of the impact of each of the 12 functions? If not can you provide any of your intuitions?

satoshi-kosugi commented 3 years ago

I implemented PhotoEditor to reproduce Adobe Lightroom.

Srgb2Photopro converts the color space of the input image from srgb to Prophoto, which is used in Adobe Lightroom. (Photopro is my typo.)
I use Sigmoid to reproduce the effects of the filters in Adobe Lightroom.
I select 12 edit functions based on the filters in Adobe Lightroom.