Update app.py

app.py

@@ -64,10 +64,11 @@ if uploaded_file is not None:
     with col1:
         st.image(image, caption='Uploaded Image.', use_column_width=True)
 
-    semantic_segmentation = pipeline("image-segmentation", f"nvidia/segformer-b5-finetuned-cityscapes-1024-1024")
-    segmentation_results = semantic_segmentation(image)
-    image_with_masks = draw_masks_fromDict(np.array(image)[:, :, :3], segmentation_results)
-    image_with_masks_pil = Image.fromarray(image_with_masks, 'RGB')
+    with st.spinner('Processing...'):  
+        semantic_segmentation = pipeline("image-segmentation", f"nvidia/segformer-b1-finetuned-cityscapes-1024-1024")
+        segmentation_results = semantic_segmentation(image)
+        image_with_masks = draw_masks_fromDict(np.array(image)[:, :, :3], segmentation_results)
+        image_with_masks_pil = Image.fromarray(image_with_masks, 'RGB')
 
     with col2:
         st.image(image_with_masks_pil, caption='Segmented Image.', use_column_width=True)