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| author | d8ahazard <d8ahazard@gmail.com> | 2022-09-21 01:11:53 +0000 |
|---|---|---|
| committer | AUTOMATIC1111 <16777216c@gmail.com> | 2022-09-22 04:21:54 +0000 |
| commit | dd5566814acb9623b201c441b458d0d6a7014f2f (patch) | |
| tree | bbc151c3f2b978aaefec9c8afc7f58cdb452ed62 /modules/realesrgan_model.py | |
| parent | cc287d53a5193aab42fa36bedae1ac590ad52322 (diff) | |
| download | stable-diffusion-webui-gfx803-dd5566814acb9623b201c441b458d0d6a7014f2f.tar.gz stable-diffusion-webui-gfx803-dd5566814acb9623b201c441b458d0d6a7014f2f.tar.bz2 stable-diffusion-webui-gfx803-dd5566814acb9623b201c441b458d0d6a7014f2f.zip | |
Add new models, fix shared opts issues
Add General x4x3, GeneralWDN x4x3, and AnimeVideo models from newer ESRGAN releases.
Fix issues caused by renaming ESRGAN_tille values to GAN_tile without using an IDE...
Diffstat (limited to 'modules/realesrgan_model.py')
| -rw-r--r-- | modules/realesrgan_model.py | 33 |
1 files changed, 27 insertions, 6 deletions
diff --git a/modules/realesrgan_model.py b/modules/realesrgan_model.py index e2cef0c8..1f1af0c3 100644 --- a/modules/realesrgan_model.py +++ b/modules/realesrgan_model.py @@ -2,7 +2,11 @@ import sys import traceback
from collections import namedtuple
import numpy as np
+import torch
from PIL import Image
+from basicsr.archs.rrdbnet_arch import RRDBNet
+from realesrgan import RealESRGANer
+from realesrgan.archs.srvgg_arch import SRVGGNetCompact
import modules.images
from modules.shared import cmd_opts, opts
@@ -36,8 +40,26 @@ def setup_realesrgan(): realesrgan_models = [
RealesrganModelInfo(
+ name="Real-ESRGAN General x4x3",
+ location="https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.5.0/realesr-general-x4v3.pth",
+ netscale=4,
+ model=lambda: SRVGGNetCompact(num_in_ch=3, num_out_ch=3, num_feat=64, num_conv=32, upscale=4, act_type='prelu')
+ ),
+ RealesrganModelInfo(
+ name="Real-ESRGAN General WDN x4x3",
+ location="https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.5.0/realesr-general-wdn-x4v3.pth",
+ netscale=4,
+ model=lambda: SRVGGNetCompact(num_in_ch=3, num_out_ch=3, num_feat=64, num_conv=32, upscale=4, act_type='prelu')
+ ),
+ RealesrganModelInfo(
+ name="Real-ESRGAN AnimeVideo",
+ location="https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.5.0/realesr-animevideov3.pth",
+ netscale=4,
+ model=lambda: SRVGGNetCompact(num_in_ch=3, num_out_ch=3, num_feat=64, num_conv=16, upscale=4, act_type='prelu')
+ ),
+ RealesrganModelInfo(
name="Real-ESRGAN 4x plus",
- location="https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth",
+ location="https://github.com/xinntao/Real-ESRGA N/releases/download/v0.1.0/RealESRGAN_x4plus.pth",
netscale=4, model=lambda: RRDBNet(num_in_ch=3, num_out_ch=3, num_feat=64, num_block=23, num_grow_ch=32, scale=4)
),
RealesrganModelInfo(
@@ -64,21 +86,20 @@ def setup_realesrgan(): realesrgan_models = [RealesrganModelInfo('None', '', 0, None)]
have_realesrgan = False
-
def upscale_with_realesrgan(image, RealESRGAN_upscaling, RealESRGAN_model_index):
- if not have_realesrgan or RealESRGANer_constructor is None:
+ if not have_realesrgan:
return image
info = realesrgan_models[RealESRGAN_model_index]
model = info.model()
- upsampler = RealESRGANer_constructor(
+ upsampler = RealESRGANer(
scale=info.netscale,
model_path=info.location,
model=model,
half=not cmd_opts.no_half,
- tile=opts.ESRGAN_tile,
- tile_pad=opts.ESRGAN_tile_overlap,
+ tile=opts.GAN_tile,
+ tile_pad=opts.GAN_tile_overlap,
)
upsampled = upsampler.enhance(np.array(image), outscale=RealESRGAN_upscaling)[0]
|