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---
license: apache-2.0
---
Experimental opinionated aesthetic score models. [See GitHub for more info](https://github.com/city96/CityClassifiers)
## CityAesthetics - Anime
[Training/inference code](https://github.com/city96/CityClassifiers) | [Live Demo](https://huggingface.co/spaces/city96/CityAesthetics-demo)
#### Intentional biases
- 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)
#### Issues
- 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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