Lucida — background removal that keeps what matters

BiRefNet-based matting model fine-tuned for the hard cases: transparency, camouflage, text/logos, glow effects and illustrations.

• Weights: egeorcun/lucida (MIT)
• Code + full benchmark vs Ideogram / InSPyReNet / RMBG-2.0: github.com/egeorcun/lucida

Runs on ZeroGPU — results in a few seconds.

Example images: two synthetic samples from our own generator (MIT) and one ToonOut test image (CC-BY 4.0).