I would love an app which rates all my photos and then allows me to sort by aesthetic. I have 10’s of thousands of photos, most of which are garbage, but the good ones, I rarely notice when scrolling through them.
Not sure how reliable it is - although I put up one of my more favorite pictures I've shot and it earned a 7.98 and was better than 97% of photos uploaded... Interesting stuff. Could you link to the AVA dataset?
How did you get 20000 photos with a aesthetic score? Who rated them?
There is a public dataset with the name AVA (Aesthetic Visual Analysis)
its fake. I posted photo of Simon Levievev and it said its bottom 18%
Perhaps a bad photo or low quality? The one I tested was highly compressed and far from original resolution and scored quite high. Very interested in the dataset though.