Update wdv3_timm.py

wdv3_timm.py

@@ -121,6 +121,11 @@ class ScriptOptions:
 
 def main(opts: ScriptOptions):
     repo_id = MODEL_REPO_MAP.get(opts.model)
+    print(f"Loading model '{opts.model}' from '{repo_id}'...")
+    model: nn.Module = timm.create_model("hf-hub:" + repo_id).eval()    
+    state_dict = timm.models.load_state_dict_from_hf(repo_id)
+    model.load_state_dict(state_dict)
+
     
     image_dir = Path(opts.image_dir).resolve()
     for image_path in os.findall(image_dir):
@@ -129,10 +134,10 @@ def main(opts: ScriptOptions):
             if not image_path.is_file(): raise FileNotFoundError(f"Image file not found: {image_path}")
             
 
-    print(f"Loading model '{opts.model}' from '{repo_id}'...")
-    model: nn.Module = timm.create_model("hf-hub:" + repo_id).eval()
-    state_dict = timm.models.load_state_dict_from_hf(repo_id)
-    model.load_state_dict(state_dict)
+
+
+
+
 
     print("Loading tag list...")
     labels: LabelData = load_labels_hf(repo_id=repo_id)