Hello, happy Chinese New Year! I'm having trouble understanding why USI3D is unsupervised and would appreciate any help. The functions trainer.dis_update and trainer.gen_update in train.py seem to require passing in ground truth albedo, shading and mask maps, and then does supervised reconstruction losses. Does USI3D work in training for a dataset without these maps being available?
Thank you (2nd Feb, 2022)!
Hello, happy Chinese New Year! I'm having trouble understanding why USI3D is unsupervised and would appreciate any help. The functions
trainer.dis_updateandtrainer.gen_updatein train.py seem to require passing in ground truth albedo, shading and mask maps, and then does supervised reconstruction losses. Does USI3D work in training for a dataset without these maps being available?Thank you (2nd Feb, 2022)!