A dataset of rendered indoor objects with varied materials, plus a benchmark for predicting material color and roughness maps from images, with benchmark numbers that contradict their own error metrics.
Visual perception of materials and their properties.Vision research, 94:62–75, 2014
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MatPredict: a dataset and benchmark for learning material properties of diverse indoor objects
A dataset of rendered indoor objects with varied materials, plus a benchmark for predicting material color and roughness maps from images, with benchmark numbers that contradict their own error metrics.