new

app.py

@@ -49,9 +49,6 @@ def explain_ai(prompt):
     except Exception as e:
         return f"Error: {str(e)}"
 
-# Streamlit app with multiple pages
-st.set_page_config(page_title="Imaize: Smart Image Analyzer with XAI")
-
 # Sidebar navigation
 st.sidebar.title("Navigation")
 page = st.sidebar.radio("Go to", ["Home", "Edge Detection", "Segmentation", "Feature Extraction", "AI Classification"])
@@ -66,16 +63,16 @@ 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":
@@ -161,8 +158,8 @@ def explain_ai(prompt):
 # 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("""