removing duplication

app.py

@@ -49,6 +49,7 @@ def explain_ai(prompt):
     except Exception as e:
         return f"Error: {str(e)}"
 
+
 # Sidebar navigation
 st.sidebar.title("Navigation")
 page = st.sidebar.radio("Go to", ["Home", "Edge Detection", "Segmentation", "Feature Extraction", "AI Classification"])
@@ -63,16 +64,16 @@ if page == "Home":
     - **Feature Extraction**
     - **AI Classification**
     
-    # Upload an image and explore how AI explains the techniques!
-    # """)
-    # uploaded_file = st.file_uploader("Upload an image", type=["jpg", "png", "jpeg"])
-    # if uploaded_file is not None:
-    #     image = io.imread(uploaded_file)
-    #     if image.shape[-1] == 4:
-    #         image = image[:, :, :3]
-    #     gray = rgb2gray(image)
-    #     st.image(image, caption="Uploaded Image", use_container_width=True)
-    #     st.session_state["gray"] = gray  # Store for use in other pages
+    Upload an image and explore how AI explains the techniques!
+    """)
+    uploaded_file = st.file_uploader("Upload an image", type=["jpg", "png", "jpeg"])
+    if uploaded_file is not None:
+        image = io.imread(uploaded_file)
+        if image.shape[-1] == 4:
+            image = image[:, :, :3]
+        gray = rgb2gray(image)
+        st.image(image, caption="Uploaded Image", use_container_width=True)
+        st.session_state["gray"] = gray  # Store for use in other pages
 
 # Edge Detection Page
 elif page == "Edge Detection":
@@ -155,11 +156,11 @@ def explain_ai(prompt):
     except Exception as e:
         return f"Error: {str(e)}"  # Return error message if there's an issue
 
-# App title
-st.title("Imaize: Smart Image Analyzer with XAI")
+# # App title
+# st.title("Imaize: Smart Image Analyzer with XAI")
 
-# Image upload section
-uploaded_file = st.file_uploader("Upload an image", type=["jpg", "png", "jpeg"])  # Allow user to upload an image file
+# # Image upload section
+# uploaded_file = st.file_uploader("Upload an image", type=["jpg", "png", "jpeg"])  # Allow user to upload an image file
 
 # App Description 
 st.markdown("""