theme

app.py

@@ -77,7 +77,14 @@ def draw_plot(pred_img, seg):
     ax.tick_params(width=0.0, labelsize=25)
     return fig
 
-def sepia(input_img):
+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
+
     input_img = Image.fromarray(input_img)
 
     inputs = feature_extractor(images=input_img, return_tensors="tf")
@@ -93,9 +100,12 @@ def sepia(input_img):
     color_seg = np.zeros(
         (seg.shape[0], seg.shape[1], 3), dtype=np.uint8
     )  # height, width, 3
-    for label, color in enumerate(colormap):
+    if selected_color:
+        label = colormap.index(selected_color)
+        color_seg[seg.numpy() == label, :] = selected_color
+    '''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)
@@ -104,7 +114,7 @@ def sepia(input_img):
     return fig
 
 demo = gr.Interface(fn=sepia,
-                    inputs=gr.Image(shape=(564,846)),
+                    inputs=[gr.Image(shape=(564, 846))] + [gr.Button(label) for label in labels_list],
                     outputs=['plot'],
                     live=True,
                     examples=["city1.jpg","city2.jpg","city3.jpg"],
@@ -112,9 +122,12 @@ demo = gr.Interface(fn=sepia,
                     title="This is a machine learning activity project at Kyunggi University.",
                     theme="darkpeach",
                     css="""
-                    body{background-color : dark
-                        } 
-                    """
+                        body {
+                            background-color: dark;
+                            color: white;  /* 폰트 색상 수정 */
+                            font-family: Arial, sans-serif;  /* 폰트 패밀리 수정 */
+                        }
+                        """
                     )