Update app.py

app.py

@@ -8,7 +8,6 @@ from PIL import Image
 import pandas as pd
 from streamlit_lottie import st_lottie
 import requests
-import time
 
 # Set page configuration
 st.set_page_config(page_title="Advanced Dental Disease Detection", page_icon="🦷", layout="wide")
@@ -240,43 +239,9 @@ This AI-powered tool assists dental professionals in comprehensive X-ray analysi
             # Read image
             image = Image.open(uploaded_file)
             
-            # Create a progress container
-            progress_container = st.empty()
-            analysis_status = st.empty()
-            
-            # Make prediction with detailed progress steps
-            with progress_container:
-                progress_bar = st.progress(0)
-                
-                # Step 1: Image preprocessing
-                analysis_status.write("🔄 Preprocessing image...")
-                time.sleep(0.5)  # Simulate processing time
-                progress_bar.progress(20)
-                
-                # Step 2: Model preparation
-                analysis_status.write("⚙️ Preparing model for analysis...")
-                time.sleep(0.5)
-                progress_bar.progress(40)
-                
-                # Step 3: Running inference
-                analysis_status.write("🔍 Running dental condition detection...")
+            # Make prediction
+            with st.spinner("Analyzing image..."):
                 results = process_image(image, model)
-                progress_bar.progress(70)
-                
-                # Step 4: Processing results
-                analysis_status.write("📊 Processing detection results...")
-                time.sleep(0.5)
-                progress_bar.progress(90)
-                
-                # Step 5: Generating visualizations
-                analysis_status.write("🎨 Generating visualizations...")
-                time.sleep(0.5)
-                progress_bar.progress(100)
-                
-                # Clear the progress indicators
-                time.sleep(0.3)
-                progress_container.empty()
-                analysis_status.empty()
 
             if results is not None:
                 # Display original and processed images side by side
@@ -292,7 +257,6 @@ This AI-powered tool assists dental professionals in comprehensive X-ray analysi
                     processed_image = draw_predictions(image, results)
                     st.image(processed_image, use_container_width=True)
 
-                # Rest of the code remains the same...
                 # Group predictions by condition
                 condition_groups = group_predictions_by_condition(results)