Dataset · Hugging Face

UMTRI/MatPredict

Name: MatPredict
Creator: UMTRI
License: mit
Keywords: task_categories:image-to-image, task_categories:image-segmentation, license:mit, region:us, synthetic-data, inverse-rendering, material-segmentation, material-properties, pbr, robotics, indoor-scenes

MatPredict 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.

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Author / organization	UMTRI
License (as declared)	mit
Downloads	14.6K (as reported by Hugging Face)
Likes	0
Created	27 April 2026
Last updated at source	7 May 2026

synthetic-datainverse-renderingmaterial-segmentationmaterial-propertiespbrroboticsindoor-scenes

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