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- **our paper:** [*ToonOut: Fine-tuned Background Removal for Anime Characters*](https://arxiv.org/abs/2509.06839)
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- [**the dataset we collected to fine-tune this model**](https://huggingface.co/datasets/joelseytre/toonout/)
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## Model Summary
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**ToonOut** is a fine-tuned variant of **BiRefNet** specialized for **background removal in anime-style images**.
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- **our paper:** [*ToonOut: Fine-tuned Background Removal for Anime Characters*](https://arxiv.org/abs/2509.06839)
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- [**the dataset we collected to fine-tune this model**](https://huggingface.co/datasets/joelseytre/toonout/)
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## Model Summary
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**ToonOut** is a fine-tuned variant of **BiRefNet** specialized for **background removal in anime-style images**.
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