DL-Art-School/codes/models/archs
James Betker 3cd85f8073 Implement ResGen arch
This is a simpler resnet-based generator which performs mutations
on an input interspersed with interpolate-upsampling. It is a two
part generator:
1) A component that "fixes" LQ images with a long string of resnet
    blocks. This component is intended to remove compression artifacts
    and other noise from a LQ image.
2) A component that can double the image size. The idea is that this
    component be trained so that it can work at most reasonable
    resolutions, such that it can be repeatedly applied to itself to
    perform multiple upsamples.

The motivation here is to simplify what is being done inside of RRDB.
I don't believe the complexity inside of that network is justified.
2020-05-05 11:59:46 -06:00
..
dcn
__init__.py
arch_util.py Remover fixup code from arch_util 2020-04-29 15:17:43 -06:00
discriminator_vgg_arch.py Revert "Enable skip-through connections from disc to gen" 2020-04-30 11:45:07 -06:00
DiscriminatorResnet_arch_passthrough.py Add support for passthrough disc/gen 2020-05-04 14:01:43 -06:00
DiscriminatorResnet_arch.py Fixup upconv for the next attempt! 2020-05-01 19:56:14 -06:00
DUF_arch.py
EDVR_arch.py
FlatProcessorNet_arch.py Add more batch norms to FlatProcessorNet_arch 2020-04-30 11:47:21 -06:00
FlatProcessorNetNew_arch.py Full resnet corrupt, no BN 2020-04-30 19:17:30 -06:00
HighToLowResNet.py Misc changes 2020-04-28 11:50:16 -06:00
ResGen_arch.py Implement ResGen arch 2020-05-05 11:59:46 -06:00
RRDBNet_arch.py Fixup upconv for the next attempt! 2020-05-01 19:56:14 -06:00
RRDBNetXL_arch.py Add support for passthrough disc/gen 2020-05-04 14:01:43 -06:00
SRResNet_arch.py
TOF_arch.py