Update app.py

app.py

@@ -11,7 +11,10 @@ device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
 
 # 📦 Load your fine-tuned model
 model = models.resnet50(weights=None)  # No pretrained weights
-model.fc = torch.nn.Linear(model.fc.in_features, 2)
+model.fc = torch.nn.Sequential(
+    torch.nn.Dropout(0.5),
+    torch.nn.Linear(model.fc.in_features, 2)
+)
 
 model.load_state_dict(torch.load("resnet_mushroom_classifier.pth", map_location=device))
 model = model.to(device)