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-rw-r--r--modules/realesrgan_model.py42
-rw-r--r--modules/realesrgan_model_loader.py62
-rw-r--r--modules/shared.py5
3 files changed, 72 insertions, 37 deletions
diff --git a/modules/realesrgan_model.py b/modules/realesrgan_model.py
index a3917773..fc8623de 100644
--- a/modules/realesrgan_model.py
+++ b/modules/realesrgan_model.py
@@ -7,10 +7,10 @@ from PIL import Image
from realesrgan import RealESRGANer
import modules.images
+from modules import realesrgan_model_loader
from modules.shared import cmd_opts, opts
RealesrganModelInfo = namedtuple("RealesrganModelInfo", ["name", "location", "model", "netscale"])
-
realesrgan_models = []
have_realesrgan = False
RealESRGANer_constructor = None
@@ -36,46 +36,13 @@ def setup_realesrgan():
from realesrgan import RealESRGANer
from realesrgan.archs.srvgg_arch import SRVGGNetCompact
- 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",
- 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(
- name="Real-ESRGAN 4x plus anime 6B",
- location="https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth",
- netscale=4, model=lambda: RRDBNet(num_in_ch=3, num_out_ch=3, num_feat=64, num_block=6, num_grow_ch=32, scale=4)
- ),
- RealesrganModelInfo(
- name="Real-ESRGAN 2x plus",
- location="https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.1/RealESRGAN_x2plus.pth",
- netscale=2, model=lambda: RRDBNet(num_in_ch=3, num_out_ch=3, num_feat=64, num_block=23, num_grow_ch=32, scale=2)
- ),
- ]
+ realesrgan_models = realesrgan_model_loader.get_realesrgan_models()
have_realesrgan = True
RealESRGANer_constructor = RealESRGANer
for i, model in enumerate(realesrgan_models):
- modules.shared.sd_upscalers.append(UpscalerRealESRGAN(model.netscale, i))
+ if model.name in opts.realesrgan_enabled_models:
+ modules.shared.sd_upscalers.append(UpscalerRealESRGAN(model.netscale, i))
except Exception:
print("Error importing Real-ESRGAN:", file=sys.stderr)
@@ -84,6 +51,7 @@ 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:
return image
diff --git a/modules/realesrgan_model_loader.py b/modules/realesrgan_model_loader.py
new file mode 100644
index 00000000..3ae3f8b7
--- /dev/null
+++ b/modules/realesrgan_model_loader.py
@@ -0,0 +1,62 @@
+from collections import namedtuple
+
+RealesrganModelInfo = namedtuple("RealesrganModelInfo", ["name", "location", "model", "netscale"])
+
+
+def get_realesrgan_model_names():
+ names = set()
+ models = get_realesrgan_models()
+ for model in models:
+ names.add(model.name)
+ return sorted(names)
+
+
+def get_realesrgan_models():
+ try:
+ from basicsr.archs.rrdbnet_arch import RRDBNet
+ from realesrgan import RealESRGANer
+ from realesrgan.archs.srvgg_arch import SRVGGNetCompact
+ 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",
+ 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(
+ name="Real-ESRGAN 4x plus anime 6B",
+ location="https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth",
+ netscale=4,
+ model=lambda: RRDBNet(num_in_ch=3, num_out_ch=3, num_feat=64, num_block=6, num_grow_ch=32, scale=4)
+ ),
+ RealesrganModelInfo(
+ name="Real-ESRGAN 2x plus",
+ location="https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.1/RealESRGAN_x2plus.pth",
+ netscale=2,
+ model=lambda: RRDBNet(num_in_ch=3, num_out_ch=3, num_feat=64, num_block=23, num_grow_ch=32, scale=2)
+ ),
+ ]
+ return models
+ except Exception as e:
+ print("Exception loading models: %s" % e)
diff --git a/modules/shared.py b/modules/shared.py
index 280d6c4c..99762f41 100644
--- a/modules/shared.py
+++ b/modules/shared.py
@@ -13,6 +13,7 @@ import modules.styles
import modules.interrogate
import modules.memmon
import modules.sd_models
+from modules.realesrgan_model_loader import get_realesrgan_model_names
sd_model_file = os.path.join(script_path, 'model.ckpt')
default_sd_model_file = sd_model_file
@@ -142,6 +143,10 @@ class Options:
"save_txt": OptionInfo(False, "Create a text file next to every image with generation parameters."),
"ESRGAN_tile": OptionInfo(192, "Tile size for ESRGAN upscalers. 0 = no tiling.", gr.Slider, {"minimum": 0, "maximum": 512, "step": 16}),
"ESRGAN_tile_overlap": OptionInfo(8, "Tile overlap, in pixels for ESRGAN upscalers. Low values = visible seam.", gr.Slider, {"minimum": 0, "maximum": 48, "step": 1}),
+ "realesrgan_enabled_models": OptionInfo(
+ ["Real-ESRGAN 2x plus", "Real-ESRGAN 4x plus", "Real-ESRGAN 4x plus anime 6B"],
+ "Select which RealESRGAN models to show in the web UI. (Requires restart)",
+ gr.CheckboxGroup, {"choices": get_realesrgan_model_names()}),
"SWIN_tile": OptionInfo(192, "Tile size for all SwinIR.", gr.Slider, {"minimum": 16, "maximum": 512, "step": 16}),
"SWIN_tile_overlap": OptionInfo(8, "Tile overlap, in pixels for SwinIR. Low values = visible seam.", gr.Slider, {"minimum": 0, "maximum": 48, "step": 1}),
"ldsr_steps": OptionInfo(100, "LDSR processing steps. Lower = faster",
generated by cgit v1.2.1 (git 2.18.0) at 2024-09-20 11:29:45 +0000