igv
c64c037f01
Local residual learning
2017-10-28 17:07:25 +03:00
igv
bd0e4dc965
Support for recursive layers
2017-10-27 14:24:53 +03:00
igv
1a8bb3d9fc
Global residual learning
2017-10-24 11:15:09 +03:00
igv
cc7d2722d2
Add Charbonnier loss
2018-01-20 16:41:08 +02:00
igv
d6b13cce93
Optimizations
...
Mainly to speed up preprocessing and reduce memory usage
Also get rid of expand_data.py
2017-11-04 13:56:05 +02:00
igv
be0ef42af1
Use Wand (ImageMagick) for preprocessing if available instead of Pillow
2017-11-03 20:00:13 +02:00
igv
fa94583a94
Support for (MS-)LapSRN
2017-10-21 13:22:25 +03:00
igv
e786c07a4b
gen.py: generate deconvolution passes
...
Usable now, except:
- No support for shrinking/expanding layers
- Generated shaders for scaling factors other than 2x are not compatible with mpv, they have to be modified manually
2017-10-07 12:52:05 +03:00
igv
9e421c1d33
Half working script for generating a shader
...
Doesn't support shrinking/expanding layers and doesn't generate a deconvolution passes yet
2017-10-06 15:44:23 +03:00
igv
4a02e34490
Support for ESPCN
2017-10-05 10:30:35 +03:00
igv
e0cf791fdf
Support for different radiuses for the deconvolution input tensor
...
Also append radius to the checkpoint directory name.
2017-09-10 09:37:39 +03:00
igv
286e6cfc3b
Script for sorting deconvolution filter weights
2017-09-08 15:41:49 +03:00
igv
7e828beb9a
Make it possible to disable shrinking/expanding layers
2017-09-03 18:42:33 +03:00
igv
5346bcf898
Adjust deconvolution filter size for different scaling factors
2017-09-01 14:14:27 +03:00
igv
f8af70e011
Append model shape to the checkpoint directory name
2017-08-21 14:06:21 +03:00
igv
15bc798701
Option to add distortions to random low-res images
2017-07-27 14:46:28 +03:00
igv
f6b024388f
Randomly scale, rotate and flip the training data
2017-07-27 14:40:32 +03:00
igv
82ed39e177
Fixes
2017-07-23 15:32:28 +03:00
Niklas Haas
bbbaabe2c0
Switch to the adam optimizer instead of SGD+momentum
...
Converges faster, and doesn't get stuck forever like momentum
optimization does
2017-07-11 03:00:49 +02:00
Niklas Haas
fad61f249b
Use MS-SSIM instead of MSE (PSNR)
2017-07-11 02:59:34 +02:00
Niklas Haas
db2c179879
utils.py: dump weights in a more machine parsable way
...
This dumps them as literal Haskell source code, great for writing a GLSL
generator in Haskell - but it should also be valid source code in many
other languages
2017-07-03 00:26:32 +02:00
Niklas Haas
d5bf29d6de
model.py: also dump alpha variables
...
In addition, I've also fixed a bug where the last alpha was hard coded
to alpha7, instead of being dynamic relative to m. This would have
introduced a conflict when m was high enough.
2017-07-02 23:29:28 +02:00
Drake Levy
e66845dbe0
Misc changes + make code more pythonic
2017-03-14 13:51:11 -07:00
Drake Levy
3368977b38
Fixed README spacing
2017-03-14 13:20:32 -07:00
Drake Levy
322e465ae1
README spacing
2017-03-14 13:19:38 -07:00
Drake Levy
4dfb7a8e71
Modify README links
2017-03-14 13:16:25 -07:00
Drake Levy
8a1941bad3
Added super-resolved image
2017-03-01 18:01:34 -08:00
Drake Levy
007e421178
Almost ready
2017-03-01 17:59:31 -08:00
Drake Levy
906cfe03ff
README usage formatting
2017-03-01 17:40:48 -08:00
Drake Levy
9dc08303cc
README image formatting
2017-03-01 17:38:49 -08:00
Drake Levy
8562f557b3
Added result images, README
2017-03-01 17:38:07 -08:00
Drake Levy
9fb554e820
README and is_train -> train
2017-03-01 17:29:13 -08:00
Drake Levy
6bdc5f5a29
README usage
2017-03-01 17:27:12 -08:00
Drake Levy
bd599621f8
README update
2017-03-01 17:25:03 -08:00
Drake Levy
da3ba8f92b
Updated README and pretty much everything
2017-03-01 17:23:13 -08:00
Drake Levy
9bf8cf669a
Initial commit
2017-03-01 17:16:44 -08:00
igv
Niklas Haas
Drake Levy