Add capacity info

app.py

@@ -167,7 +167,9 @@ app_ui = ui.page_fluid(
                 f" We recommend leaving this as the default, and only decreasing the value if you find that your images have many overlapping seeds "
                 f"and some of them are not being included in the output. Similarly, you can increase this value if your images have very few "
                 f"overlapping seeds and the output includes multiple segmentations of the same seed."),
-            ui.p('Note that the upper limit for the number of detected seeds in a single image is 800.'),
+            ui.p("Note that ", ui.HTML("<b>the upper limit for the number of detected seeds in a single image is 800</b>"), ' and ',
+                 ui.HTML("<b>the app has a maximum capacity of approx. 50 images</b>"),
+                 '. When running on a CPU the app takes around 60 seconds to analyse a single image, compared to 2 seconds on a T4 GPU.'),
 
             ui.p(" If you have any feedback on the app, please start a discussion on the project ",
                  ui.a("HuggingFace Space", href=discussion_url, target="_blank", **{'aria-label': 'Project discussion space'}), '.'
@@ -263,27 +265,27 @@ def plot_server(input, output, session, r):
 def server(input, output, session: Session):
     @render.image
     def rbg_kew():
-        img = {"src": "assets/rbg_kew.jpg", 'aria-label':'Royal Botanic Gardens, Kew logo'}
+        img = {"src": "assets/rbg_kew.jpg", 'aria-label': 'Royal Botanic Gardens, Kew logo'}
         return img
 
     @render.image
     def bloomberg():
-        img = {"src": "assets/bloomberg_philanthropies.jpg", 'aria-label':'Bloomberg Philanthropies logo'}
+        img = {"src": "assets/bloomberg_philanthropies.jpg", 'aria-label': 'Bloomberg Philanthropies logo'}
         return img
 
     @render.image
     def brin():
-        img = {"src": "assets/brin.jpg", 'aria-label':'Badan Riset Dan Inovasi Nasional logo'}
+        img = {"src": "assets/brin.jpg", 'aria-label': 'Badan Riset Dan Inovasi Nasional logo'}
         return img
 
     @render.image
     def abg():
-        img = {"src": "assets/abg.png", 'aria-label':'Atlantic Botanical Garden logo'}
+        img = {"src": "assets/abg.png", 'aria-label': 'Atlantic Botanical Garden logo'}
         return img
 
     @render.image
     def logo_image():
-        img = {"src": "assets/logo3.png", "height": "100px", "width": "138px", 'alt': 'OrchAId', 'aria-label':'OrchAId logo'}
+        img = {"src": "assets/logo3.png", "height": "100px", "width": "138px", 'alt': 'OrchAId', 'aria-label': 'OrchAId logo'}
         return img
 
     analysis_results = reactive.Value([])