diff options
Diffstat (limited to 'modules/ldsr_model.py')
-rw-r--r-- | modules/ldsr_model.py | 56 |
1 files changed, 0 insertions, 56 deletions
diff --git a/modules/ldsr_model.py b/modules/ldsr_model.py deleted file mode 100644 index 1c1070fc..00000000 --- a/modules/ldsr_model.py +++ /dev/null @@ -1,56 +0,0 @@ -import os -import sys -import traceback - -from basicsr.utils.download_util import load_file_from_url - -from modules.upscaler import Upscaler, UpscalerData -from modules.ldsr_model_arch import LDSR -from modules import shared -from modules.paths import models_path - - -class UpscalerLDSR(Upscaler): - def __init__(self, user_path): - self.name = "LDSR" - self.model_path = os.path.join(models_path, self.name) - self.user_path = user_path - self.model_url = "https://heibox.uni-heidelberg.de/f/578df07c8fc04ffbadf3/?dl=1" - self.yaml_url = "https://heibox.uni-heidelberg.de/f/31a76b13ea27482981b4/?dl=1" - super().__init__() - scaler_data = UpscalerData("LDSR", None, self) - self.scalers = [scaler_data] - - def load_model(self, path: str): - # Remove incorrect project.yaml file if too big - yaml_path = os.path.join(self.model_path, "project.yaml") - old_model_path = os.path.join(self.model_path, "model.pth") - new_model_path = os.path.join(self.model_path, "model.ckpt") - if os.path.exists(yaml_path): - statinfo = os.stat(yaml_path) - if statinfo.st_size >= 10485760: - print("Removing invalid LDSR YAML file.") - os.remove(yaml_path) - if os.path.exists(old_model_path): - print("Renaming model from model.pth to model.ckpt") - os.rename(old_model_path, new_model_path) - model = load_file_from_url(url=self.model_url, model_dir=self.model_path, - file_name="model.ckpt", progress=True) - yaml = load_file_from_url(url=self.yaml_url, model_dir=self.model_path, - file_name="project.yaml", progress=True) - - try: - return LDSR(model, yaml) - - except Exception: - print("Error importing LDSR:", file=sys.stderr) - print(traceback.format_exc(), file=sys.stderr) - return None - - def do_upscale(self, img, path): - ldsr = self.load_model(path) - if ldsr is None: - print("NO LDSR!") - return img - ddim_steps = shared.opts.ldsr_steps - return ldsr.super_resolution(img, ddim_steps, self.scale) |