3D reconstruction metrics

NVlabs / nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

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3D reconstruction metrics #114

Closed iraj465 closed 1 year ago

iraj465 commented 1 year ago

Hi, In your paper there was mention of Chamfer distance, FLIP, LPIPS etc metrics But in the code i only found PSNR and mse loss, can you please point me to that part of code? Need to evaluate the metrics in comparison

jmunkberg commented 1 year ago

FLIP: https://github.com/NVlabs/flip LPIPS: https://github.com/richzhang/PerceptualSimilarity Chamfer: https://kaolin.readthedocs.io/en/latest/modules/kaolin.metrics.pointcloud.html