| Aesthetics ratings (1-10) in the form of counts of rating for each image: 1 is bad, 10 is good. Photos are rated based on their relevance to competition topic, aesthetic appeal, and technical quality by users of the dpchallenge website. |
| Since relevance to contest topic is part of rating criteria, aesthetic rating of images may be higher or lower than it would otherwise be depending on its relevance to contest theme. |
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| ~255k images |
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| license: apache-2.0 |
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| AVA: A Large-Scale Database for Aesthetic Visual Analysis |
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| See [Github Page](https://github.com/imfing/ava_downloader/tree/master/AVA_dataset) for tags. |
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| ## Citation |
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| ```bibtex |
| @inproceedings{murray2012ava, |
| title={AVA: A large-scale database for aesthetic visual analysis}, |
| author={Murray, Naila and Marchesotti, Luca and Perronnin, Florent}, |
| booktitle={CVPR}, |
| year={2012}, |
| } |
| ``` |
