Per‑Region PBR From One Photo: The Cropping Trick That Stops RGB‑X From Bleeding Materials Across Boundaries

3d ago · 10 min read · The roof was reflecting light like a painted wall. The input photo was fine. The segmentation was fine. The diffusion pipeline ran without errors. And yet the output didn’t pass the most basic human test: “does this look like the same material if I m...