MaPa: Text-driven Photorealistic Material Painting for 3D Shapes
MaPa generates photorealistic and editable materials for 3D meshes directly from text descriptions. It achieves this by segmenting the shape, using a controlled diffusion model to create aligned 2D images, and optimizing procedural material graphs through a differentiable rendering module. This allows users to design complex appearances efficiently.