APDDv2 is a 10,023-image painting dataset with expert scores on 10 aesthetic attributes and language comments, plus ArtCLIP, a CLIP-based model that outperforms prior art-scoring models on it.
Paintings and drawings aesthetics assessment with rich attributes for various artistic categories
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APDDv2: Aesthetics of Paintings and Drawings Dataset with Artist Labeled Scores and Comments
APDDv2 is a 10,023-image painting dataset with expert scores on 10 aesthetic attributes and language comments, plus ArtCLIP, a CLIP-based model that outperforms prior art-scoring models on it.