---
license: apache-2.0
pipeline_tag: image-feature-extraction
new_version: nightknocker/contrastive-masked-pixiv-embedding
---

# Contrastive Booru-Image Embedding Model

The model was trained on pixiv images, tagged by [CL tagger](https://huggingface.co/cella110n/cl_tagger).
The caption (prompt) was tokenized by [ModernBERT](https://huggingface.co/answerdotai/ModernBERT-base).

## Objectives

*Image-Caption Similarity Scoring*: The model assigns a score to each image based on how closely it is related to its associated caption.

*Image Labeling*: The image embedding is used to label images by color and character name.

## Updates

The 1.2 and 1.3 versions focused on the heads, clothes, and colors of the most common anime characters.