MatPredict is a synthetic dataset for material-centric scene understanding. It supports two main tasks:
Inverse rendering: predict material properties such as albedo, roughness, and metallic maps from RGB images.
Material segmentation: predict material regions or material classes from RGB images.
The dataset contains rendered object variants with paired RGB images, material property maps, segmentation labels, camera transforms, and metadata.
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/UMTRI/MatPredict.
