laion-ai / aesthetic-predictor Goto Github PK
View Code? Open in Web Editor NEWA linear estimator on top of clip to predict the aesthetic quality of pictures
License: MIT License
A linear estimator on top of clip to predict the aesthetic quality of pictures
License: MIT License
It would be really helpful for downstream used of a well-prepared subset. Appreciated it.
Since you have the ViT-B/16 aesthetic model, was just wondering whether you would have the ViT-B/16 pre-computed embeddings too
I was aware of @crowsonkb's ava
aesthetic models, but these ones are new to me, what is the dataset/where the sa_0_4
come from?
Did you train end-to-end or did you just tune the last Linear layer here only (and freeze the rest) ?
I use clip feature of my image, and send it into the aes-predictor. While i get the image score of 20+ or 30+, which is labeled 0-10 of the trainning data.
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