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by clord 874 days ago
Is anyone aware of a model that is trained to give photos a quality rating? I have decades of RAW files sitting on my server that I would love to pass over and tag those that are worth developing more. Would be nice to make a short list.
3 comments

Both Google and Apple have implemented models that aim to take the "best" picture from a video sequence, like a live photo.

Have a look at MUSIQ and NIMA.

https://github.com/google-research/google-research/tree/mast...

https://blog.research.google/2022/10/musiq-assessing-image-a...

So I think some sort of hybrid between object recognition (like being discussed here as part of the workflow) and standard image processing stuff could be helpful there. E.g. it's not absolute sharpness that you're looking for it's the subject being sharp (and possibly sharper than in other photos from the same time period of the same subject).