DL-Art-School/codes/scripts
James Betker d1007ccfe7 Adjustments to pixpro to allow training against networks with arbitrarily large structural latents
- The pixpro latent now rescales the latent space instead of using a "coordinate vector", which
   **might** have performance implications.
- The latent against which the pixel loss is computed can now be a small, randomly sampled patch
   out of the entire latent, allowing further memory/computational discounts. Since the loss
   computation does not have a receptive field, this should not alter the loss.
- The instance projection size can now be separate from the pixel projection size.
- PixContrast removed entirely.
- ResUnet with full resolution added.
2021-01-12 09:17:45 -07:00
..
byol Support training imagenet classifier 2021-01-11 20:09:16 -07:00
stylegan2 GLEAN! 2020-12-18 16:04:19 -07:00
ui/image_labeler More refactoring 2020-12-18 09:18:34 -07:00
compute_fdpl_perceptual_weights.py Directly use dataset keys 2020-12-04 20:14:53 -07:00
create_lmdb.py Directly use dataset keys 2020-12-04 20:14:53 -07:00
extract_square_images.py Adjustments to pixpro to allow training against networks with arbitrarily large structural latents 2021-01-12 09:17:45 -07:00
extract_subimages_with_ref.py Add lucidrains pixpro trainer 2021-01-05 20:14:22 -07:00
extract_subimages.py Misc 2020-10-20 12:56:52 -06:00
folderize_imagenet_val.py Support training imagenet classifier 2021-01-11 20:09:16 -07:00
recover_tensorboard_log.py Codebase cleanup 2020-10-13 20:56:39 -06:00
rename.py Codebase cleanup 2020-10-13 20:56:39 -06:00
srflow_latent_space_playground.py Script updates 2020-12-29 20:24:41 -07:00
test_psnr_approximator.py More refactoring 2020-12-18 09:18:34 -07:00
use_discriminator_as_filter.py Directly use dataset keys 2020-12-04 20:14:53 -07:00
use_generator_as_filter.py More refactoring 2020-12-18 09:18:34 -07:00
validate_data.py Fixes and additional support for progressive zoom 2020-10-30 09:59:54 -06:00