DL-Art-School/codes
James Betker ade2732c82 Transfer learning for styleSR
This is a concept from "Lifelong Learning GAN", although I'm skeptical of it's novelty -
basically you scale and shift the weights for the generator and discriminator of a pretrained
GAN to "shift" into new modalities, e.g. faces->birds or whatever. There are some interesting
applications of this that I would like to try out.
2021-01-04 20:10:48 -07:00
..
.idea IDEA update 2020-05-19 09:35:26 -06:00
data ImageFolderDataset - corrupt lq images alongside each other 2021-01-03 16:36:38 -07:00
models Transfer learning for styleSR 2021-01-04 20:10:48 -07:00
scripts Transfer learning for styleSR 2021-01-04 20:10:48 -07:00
trainer More mods to support styledsr 2021-01-04 11:32:28 -07:00
utils Move discriminators to the create_model paradigm 2021-01-01 15:56:09 -07:00
multi_modal_train.py More adjustments to support distributed training with teco & on multi_modal_train 2020-10-27 20:58:03 -06:00
process_video.py More refactoring 2020-12-18 09:18:34 -07:00
requirements.txt Move discriminators to the create_model paradigm 2021-01-01 15:56:09 -07:00
test_image_patch_classifier.py More refactoring 2020-12-18 09:18:34 -07:00
test.py More mods to support styledsr 2021-01-04 11:32:28 -07:00
train.py More mods to support styledsr 2021-01-04 11:32:28 -07:00