theme

app.py

@@ -77,14 +77,7 @@ def draw_plot(pred_img, seg):
     ax.tick_params(width=0.0, labelsize=25)
     return fig
 
-def sepia(input_img, *label_buttons):
-    selected_color = None
-    for label, button_state in zip(labels_list, labels_list):
-        if button_state:
-            label_index = label_buttons.index(label)
-            selected_color = colormap[label_index]
-            break
-
+def sepia(input_img):
     input_img = Image.fromarray(input_img)
 
     inputs = feature_extractor(images=input_img, return_tensors="tf")
@@ -100,12 +93,9 @@ def sepia(input_img, *label_buttons):
     color_seg = np.zeros(
         (seg.shape[0], seg.shape[1], 3), dtype=np.uint8
     )  # height, width, 3
-    if selected_color:
-        label = colormap.index(selected_color)
-        color_seg[seg.numpy() == label, :] = selected_color
-    '''for label, color in enumerate(colormap):
+    for label, color in enumerate(colormap):
         color_seg[seg.numpy() == label, :] = color
-        '''
+
     # Show image + mask
     pred_img = np.array(input_img) * 0.5 + color_seg * 0.5
     pred_img = pred_img.astype(np.uint8)
@@ -114,7 +104,7 @@ def sepia(input_img, *label_buttons):
     return fig
 
 demo = gr.Interface(fn=sepia,
-                    inputs=[gr.Image(shape=(564, 846)),gr.ButtonGroup([gr.Button(label) for label in labels_list], label="Select a label")],
+                    inputs=gr.Image(shape=(564,846)),
                     outputs=['plot'],
                     live=True,
                     examples=["city1.jpg","city2.jpg","city3.jpg"],