Model Card for LOGO Image Clip Embeddings

The Aesthetics LOGO image dataset is a collection of logos with ratings. It was used to create the visual scorer that evaluated the images in Laion 5B to create the the Laion-Aesthetics dataset

https://huggingface.co/datasets/ChristophSchuhmann/aesthetic-logo-ratings

New aesthetics scorer: https://github.com/kenjiqq/aesthetics-scorer/

Original aesthetics scorer: https://github.com/christophschuhmann/improved-aesthetic-predictor/

They were processed with OpenClip BigG-14, L-14, and H-14 models.

  • "laion/CLIP-ViT-bigG-14-laion2B-39B-b160k"

  • "laion/CLIP-ViT-H-14-laion2B-s32B-b79K"

  • "laion/CLIP-ViT-L-14-laion2B-s32B-b82K"

https://github.com/mlfoundations/open_clip

Not all images were processed!

Refer to the parquet for the succesfully processed images.

The parquet fields are -'image_url' -'pooled_output' -'projected_embedding', -'professionalism_average' -'preference_average' -'number_of_raters'


license: apache-2.0

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