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christophschuhmann/improved-aesthetic-predictor

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christophschuhmann/improved-aesthetic-predictor has 1,347 GitHub stars and 116 forks. GitHot measured -2 in 7 days. Last checked 2026-11-10 19:09 UTC. Last push 2024-07-01.

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CLIP+MLP Aesthetic Score Predictor

1,347 stars116 forks

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README.md

Original

CLIP+MLP Aesthetic Score Predictor

Train, use and visualize an aesthetic score predictor ( how much people like on average an image ) based on a simple neural net that takes CLIP embeddings as inputs.

Link to the AVA training data ( already prepared) : https://drive.google.com/drive/folders/186XiniJup5Rt9FXsHiAGWhgWz-nmCK_r?usp=sharing

Visualizations of all images from LAION 5B (english subset with 2.37B images) in 40 buckets with the model sac+logos+ava1-l14-linearMSE.pth: http://captions.christoph-schuhmann.de/aesthetic_viz_laion_sac+logos+ava1-l14-linearMSE-en-2.37B.html

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