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.
Invariant scattering convolution networks.IEEE transactions on pattern analysis and machine intelligence, 35(8):1872–1886, 2013
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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.