adjust the layout

app.py

@@ -134,13 +134,15 @@ def count_objects(image, pos_caption, neg_caption, box_threshold, point_radius,
 def create_demo():
     with gr.Blocks(title="CountEx: Discriminative Visual Counting") as demo:
         gr.Markdown("""
-        # CountEx: Discriminative Visual Counting
+        # CountEx: Fine-Grained Counting via Exemplars and Exclusion
 
         Count specific objects in images using positive and negative text prompts.
 
-        **Positive Prompt**: Describe what you want to count (e.g., "Green Apple")
+        **Positive Prompt**: Describe what you want to count (e.g., "Green Apple.")
 
-        **Negative Prompt**: Describe what you want to exclude (e.g., "Red Apple")
+        **Negative Prompt**: Describe what you want to exclude (e.g., "Red Apple.")
+        
+        **Important Note: Both the Positive and Negative prompts must end with a period (.) for the model to correctly interpret the instruction.**
         """)
 
         with gr.Row():
@@ -159,28 +161,27 @@ def create_demo():
                     value="Red Apple"
                 )
 
-                with gr.Accordion("Advanced Settings", open=False):
-                    box_threshold = gr.Slider(
-                        minimum=0.0,
-                        maximum=1.0,
-                        value=0.0,
-                        step=0.01,
-                        label="Detection Threshold (0 = use model default)"
-                    )
-
-                    point_radius = gr.Slider(
-                        minimum=1,
-                        maximum=20,
-                        value=5,
-                        step=1,
-                        label="Point Radius"
-                    )
-
-                    point_color = gr.Dropdown(
-                        choices=["blue", "red", "green", "yellow", "cyan", "magenta", "white"],
-                        value="blue",
-                        label="Point Color"
-                    )
+                box_threshold = gr.Slider(
+                    minimum=0.0,
+                    maximum=1.0,
+                    value=0.42,
+                    step=0.01,
+                    label="Detection Threshold (0 = use model default)"
+                )
+
+                point_radius = gr.Slider(
+                    minimum=1,
+                    maximum=20,
+                    value=5,
+                    step=1,
+                    label="Point Radius"
+                )
+
+                point_color = gr.Dropdown(
+                    choices=["blue", "red", "green", "yellow", "cyan", "magenta", "white"],
+                    value="blue",
+                    label="Point Color"
+                )
 
                 submit_btn = gr.Button("Count Objects", variant="primary")