Renamed FINAL_MODEL.zip to FINAL_MODEL.keras

app.py

@@ -45,13 +45,13 @@ st.title("Medi Scape Dashboard")
 # --- Session State Initialization ---
 if 'disease_model' not in st.session_state:
     try:
-        model_path = 'FINAL_MODEL.zip'
+        model_path = 'FINAL_MODEL.keras'
         print(f"Attempting to load disease model from: {model_path}")
         print(f"Model file exists: {os.path.exists(model_path)}") 
         st.session_state.disease_model = tf.keras.models.load_model(model_path)
         print("Disease model loaded successfully!")
     except FileNotFoundError:
-        st.error("Disease classification model not found. Please ensure 'FINAL_MODEL.zip' is in the same directory as this app.")
+        st.error("Disease classification model not found. Please ensure 'FINAL_MODEL.keras' is in the same directory as this app.")
         st.session_state.disease_model = None
 
 # Load the vectorizer 
@@ -97,9 +97,9 @@ if 'model_llm' not in st.session_state:
 
 # Load the disease classification model
 try:
-    disease_model = tf.keras.models.load_model('FINAL_MODEL.zip')
+    disease_model = tf.keras.models.load_model('FINAL_MODEL.keras')
 except FileNotFoundError:
-    st.error("Disease classification model not found. Please ensure 'FINAL_MODEL.zip' is in the same directory as this app.")
+    st.error("Disease classification model not found. Please ensure 'FINAL_MODEL.keras' is in the same directory as this app.")
     disease_model = None
 
 # Sidebar Navigation