bug fixes

app.py

@@ -13,17 +13,19 @@ def filters(file, box_blur, blur_pool2d, gaussian_blur2d, max_blur_pool2d, media
 
     # apply tensor image enhancement
     x_out: Tensor = K.filters.box_blur(img, (int(box_blur), int(box_blur)))
-    x_out = K.filters.blur_pool2d(x_out, float(blur_pool2d))
-    x_out = K.filters.gaussian_blur2d(x_out, float(gaussian_blur2d))
-    x_out = K.filters.max_blur_pool2d(x_out, float(max_blur_pool2d))
-    x_out = K.filters.median_blur(x_out, (float(median_blur), float(median_blur)))
+    x_out = K.filters.blur_pool2d(x_out, int(blur_pool2d))
+    x_out = K.filters.gaussian_blur2d(x_out, 
+                                      (int(gaussian_blur2d), int(gaussian_blur2d))
+                                      (float(gaussian_blur2d), float(gaussian_blur2d))
+    x_out = K.filters.max_blur_pool2d(x_out, int(max_blur_pool2d))
+    x_out = K.filters.median_blur(x_out, (int(median_blur), int(median_blur)))
 
     return K.utils.tensor_to_image(x_out)
 
 
 examples = [
-    ["examples/ninja_turtles.jpg", 0, 1, 1, 1, 0],
-    ["examples/kitty.jpg", 0, 1, 1, 1, 0],
+    ["examples/ninja_turtles.jpg", 1, 1, 1, 1, 1],
+    ["examples/kitty.jpg", 1, 1, 1, 1, 1],
 ]
 
 title = "Kornia Image Filters"
@@ -34,11 +36,11 @@ iface = gr.Interface(
     filters,
     [
         gr.inputs.Image(type="file"),
-        gr.inputs.Slider(minimum=0, maximum=10, step=1, default=0, label="Box Blur"),
-        gr.inputs.Slider(minimum=0, maximum=10, step=1, default=1, label="Blur Pool"),
-        gr.inputs.Slider(minimum=0, maximum=20, step=1, default=1, label="Gaussian Blur"),
-        gr.inputs.Slider(minimum=0, maximum=1, step=0.1, default=1, label="Max Pool"),
-        gr.inputs.Slider(minimum=0, maximum=4, step=0.1, default=0, label="Median Blur"),
+        gr.inputs.Slider(minimum=1, maximum=10, step=1, default=1, label="Box Blur"),
+        gr.inputs.Slider(minimum=1, maximum=10, step=1, default=1, label="Blur Pool"),
+        gr.inputs.Slider(minimum=1, maximum=21, step=2, default=1, label="Gaussian Blur"),
+        gr.inputs.Slider(minimum=1, maximum=20, step=1, default=1, label="Max Pool"),
+        gr.inputs.Slider(minimum=1, maximum=5 step=2, default=1, label="Median Blur"),
     ],
     "image",
     examples=examples,