no changes

app.py

@@ -97,12 +97,15 @@ def generate_localized_noise(shape, radius=5):
     # Crear máscara circular
     yy, xx = torch.meshgrid(torch.arange(H), torch.arange(W), indexing='ij')
     center_y, center_x = H // 2, W // 2
-    mask = ((yy - center_y)**2 + (xx - center_x)**2) >= radius**2
+    mask = ((yy - center_y)**2 + (xx - center_x)**2) <= radius**2
     mask = mask.float().unsqueeze(0).unsqueeze(0)  # (1, 1, H, W)
 
     # Aplicar máscara a ruido
     noise = torch.randn(B, C, H, W)
     localized_noise = noise * mask + -1*(1-mask)  # solo hay ruido dentro del círculo
+    #mask = ((yy - center_y)**2 + (xx - center_x)**2) >= (radius//2)**2
+    #mask = mask.float().unsqueeze(0).unsqueeze(0)  # (1, 1, H, W)
+    #localized_noise = localized_noise * mask + -1*(1-mask)  # solo hay ruido dentro del círculo
     return localized_noise