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Ccip Anime Character Id

CCIP enables determining whether two images depict the same character, calculating visual similarity between characters.

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Model source

Kind
Other
File size
36.4 MB
Version
vModel
Updated
Oct 10, 2026
Source
Hugging Face

Source description

Character similarity between images

CCIP enables determining whether two images depict the same character, calculating visual similarity between characters.

There are up to 6000 (female) characters available.

The model assigns a score to each image patch to make the features distinguishable on a 2D plane.

The cosine similarity between the scores of two images is used to identify the same characters in both.

The takeaway is that the model doesn't need a tokenizer, text model, or cross-attention. The labels are unknown to the model during training.

Source data

  • live gelbooru feed
  • character_index
  • character_similarity

References

  • Yann LeCun's $1B Bet Against LLMs [Welch Labs]

Sources

1 source
Hugging FacePrimaryVersion 2c45301b74fe07a86178a064042d31f41ffed3e6
huggingface.co/nebulette/ccip-anime-character-id/tree/2c45301b74fe07a86178a064042d31f41ffed3e6

Verified Oct 10

Model artifacts

1 artifact

model.safetensors

safetensors · 36.4 MB · SHA-256 4b9a3efa3df4…c88e · Hugging Face

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Source excerpts

2 excerpts

--- license: apache-2.0 tags: - anime-tagger - character pipeline_tag: image-feature-extraction --- Character similarity between images CCIP enables determining whether two images depict the same character, calculating visual similarity between characters. There are up to 6000 (female) characters available. The model assigns a score to each image patch to make the features distinguishable on a 2D plane. ![](images/bell_shape.png) The cosine similarity between the scores of two images is used to identify the same characters in both. The takeaway is that the model doesn't need a tokenizer, text model, or cross-attention. The labels are unknown to the model during training. Source data - live gelbooru feed - character_index - character_similarity References - Yann LeCun's $1B Bet Against LLMs [Welch Labs]

Source context: 0 downloads · 0 likes · Pipeline image-feature-extraction · Repo nebulette/ccip-anime-character-id