From a97147bc8a43ade7c18bb755f0cfac111fc1a619 Mon Sep 17 00:00:00 2001
From: n0kovo <n0kovo@riseup.net>
Date: Fri, 19 Jan 2024 00:10:02 +0100
Subject: Add support for DAT upscaler models

---
 modules/dat_model.py | 81 ++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 81 insertions(+)
 create mode 100644 modules/dat_model.py

(limited to 'modules/dat_model.py')

diff --git a/modules/dat_model.py b/modules/dat_model.py
new file mode 100644
index 00000000..8637351c
--- /dev/null
+++ b/modules/dat_model.py
@@ -0,0 +1,81 @@
+import os
+import sys
+
+from modules import modelloader, devices
+from modules.shared import cmd_opts, opts
+from modules.upscaler import Upscaler, UpscalerData
+from modules.upscaler_utils import upscale_with_model
+
+from icecream import ic
+
+class UpscalerDAT(Upscaler):
+    def __init__(self, user_path):
+        self.name = "DAT"
+        self.user_path = user_path
+        self.scalers = []
+        super().__init__()
+
+        for file in self.find_models(ext_filter=[".pt", ".pth"]):
+            name = modelloader.friendly_name(file)
+            scaler_data = UpscalerData(name, file, upscaler=self, scale=None)
+            self.scalers.append(scaler_data)
+
+        for model in get_dat_models(self):
+            if model.name in opts.dat_enabled_models:
+                self.scalers.append(model)
+
+    def do_upscale(self, img, selected_model):
+        try:
+            info = self.load_model(selected_model)
+        except Exception as e:
+            errors.report(f"Unable to load DAT model {path}", exc_info=True)
+            return img
+        
+        model_descriptor = modelloader.load_spandrel_model(
+            info.local_data_path,
+            device=self.device,
+            prefer_half=(not cmd_opts.no_half and not cmd_opts.upcast_sampling),
+            expected_architecture="DAT",
+        )
+        return upscale_with_model(
+            model_descriptor,
+            img,
+            tile_size=opts.DAT_tile,
+            tile_overlap=opts.DAT_tile_overlap,
+        )
+
+    def load_model(self, path):
+        for scaler in self.scalers:
+            if scaler.data_path == path:
+                if scaler.local_data_path.startswith("http"):
+                    scaler.local_data_path = modelloader.load_file_from_url(
+                        scaler.data_path,
+                        model_dir=self.model_download_path,
+                    )
+                if not os.path.exists(scaler.local_data_path):
+                    raise FileNotFoundError(f"DAT data missing: {scaler.local_data_path}")
+                return scaler
+        raise ValueError(f"Unable to find model info: {path}")
+
+
+def get_dat_models(scaler):
+    return [
+        UpscalerData(
+            name="DAT x2",
+            path="https://github.com/n0kovo/dat_upscaler_models/raw/main/DAT/DAT_x2.pth",
+            scale=2,
+            upscaler=scaler,
+        ),
+        UpscalerData(
+            name="DAT x3",
+            path="https://github.com/n0kovo/dat_upscaler_models/raw/main/DAT/DAT_x3.pth",
+            scale=3,
+            upscaler=scaler,
+        ),
+        UpscalerData(
+            name="DAT x4",
+            path="https://github.com/n0kovo/dat_upscaler_models/raw/main/DAT/DAT_x4.pth",
+            scale=4,
+            upscaler=scaler,
+        ),
+    ]
-- 
cgit v1.2.1


From 2e7efe47b6c78a59f9f3d64c1d30f54751a31a56 Mon Sep 17 00:00:00 2001
From: n0kovo <n0kovo@riseup.net>
Date: Fri, 19 Jan 2024 00:39:14 +0100
Subject: Minor cleanup

---
 modules/dat_model.py | 12 +++++-------
 1 file changed, 5 insertions(+), 7 deletions(-)

(limited to 'modules/dat_model.py')

diff --git a/modules/dat_model.py b/modules/dat_model.py
index 8637351c..495d5f49 100644
--- a/modules/dat_model.py
+++ b/modules/dat_model.py
@@ -1,12 +1,10 @@
 import os
-import sys
 
-from modules import modelloader, devices
+from modules import modelloader, errors
 from modules.shared import cmd_opts, opts
 from modules.upscaler import Upscaler, UpscalerData
 from modules.upscaler_utils import upscale_with_model
 
-from icecream import ic
 
 class UpscalerDAT(Upscaler):
     def __init__(self, user_path):
@@ -24,13 +22,13 @@ class UpscalerDAT(Upscaler):
             if model.name in opts.dat_enabled_models:
                 self.scalers.append(model)
 
-    def do_upscale(self, img, selected_model):
+    def do_upscale(self, img, path):
         try:
-            info = self.load_model(selected_model)
-        except Exception as e:
+            info = self.load_model(path)
+        except Exception:
             errors.report(f"Unable to load DAT model {path}", exc_info=True)
             return img
-        
+
         model_descriptor = modelloader.load_spandrel_model(
             info.local_data_path,
             device=self.device,
-- 
cgit v1.2.1