Hi Peng — thanks for BiRefNet, it's been great.
There's a strong community fine-tune for anime/stylized content: ToonOut by Muratori & Seytre (paper: https://arxiv.org/abs/2509.06839, MIT weights: https://huggingface.co/joelseytre/toonout). It fixes the usual failure cases on toon content — hair wisps, line art, translucency.
We also put up a hosted endpoint for it on Replicate (unofficial, fully credited): https://replicate.com/sprited/birefnet-toonout
Might be worth a mention alongside the other community variants/deployments in the README. Happy to PR the line if you'd prefer.
Hi Peng — thanks for BiRefNet, it's been great.
There's a strong community fine-tune for anime/stylized content: ToonOut by Muratori & Seytre (paper: https://arxiv.org/abs/2509.06839, MIT weights: https://huggingface.co/joelseytre/toonout). It fixes the usual failure cases on toon content — hair wisps, line art, translucency.
We also put up a hosted endpoint for it on Replicate (unofficial, fully credited): https://replicate.com/sprited/birefnet-toonout
Might be worth a mention alongside the other community variants/deployments in the README. Happy to PR the line if you'd prefer.