Commit Graph

8 Commits

Author SHA1 Message Date
Michael Pivato
5d0731b60f PoseNet
Adds the nns required for unsupervised learning
 - PoseNet (based on ResNet18 like Monodepth)
 - Wrapper for fast depth to pull out intermediary layers to smooth out gradients during training
2021-08-04 11:36:30 +00:00
Piv
38e7ad069e Refactor load/util, start fixing packnet to support NHWC format 2021-07-19 12:32:56 +09:30
Piv
e372fe33ba Add per-pixel loss functions 2021-07-13 20:32:45 +09:30
Piv
b9457f17fe Add pixel loss functions, move warp 2021-07-13 19:20:24 +09:30
Piv
6f7da21977 Add spatial transformer network sampler 2021-07-12 18:19:59 +09:30
Piv
f501beb6f2 Start implementing unsupervised train loop, add sfmlearner train and utils files for reference 2021-07-05 20:50:12 +09:30
Piv
ba0ba609a3 Add utils from sfm learner, start adding sfm learner loss function to work with keras 2021-06-22 22:03:23 +09:30
Piv
101fe08924 Start adding stubs for unsupervised training 2021-06-16 21:55:13 +09:30