load model once

app.py

@@ -69,17 +69,6 @@ def run_ml_depth_pro(model, transform, frames):
 
 
 video_path = Path("hd-cat.mp4")
-device = torch.device(
-    "cuda"
-    if torch.cuda.is_available()
-    else "mps"
-    if torch.backends.mps.is_available()
-    else "cpu"
-)
-
-# Load model and preprocessing transform
-model, transform = depth_pro.create_model_and_transforms(device=device)
-model.eval()
 
 
 # Load video