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| license: apache-2.0 |
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| Experimental opinionated aesthetic score models. [See GitHub for more info](https://github.com/city96/CityClassifiers) |
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| ## CityAesthetics - Anime |
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| [Training/inference code](https://github.com/city96/CityClassifiers) | [Live Demo](https://huggingface.co/spaces/city96/CityAesthetics-demo) |
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| #### Intentional biases |
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| - Completely negative towards real life photos (ideal score of 0%) |
| - Strongly Negative towards text (subtitles, memes, etc) and manga panels |
| - Fairly negative towards 3D and to some extent 2.5D images |
| - Negative towards western cartoons and stylized images (chibi, parody) |
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| #### Issues |
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| - Tends to filter male characters due to being underrepresented in the training set |
| - Requires at least 1 subject to be present in the image - doesn't work for scenery/landscapes |
| - Noticeable positive bias towards anime characters with animal ears |
| - Hit-or-miss with AI generated images due to style/quality not being correlated |
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