Update app.py

app.py

@@ -18,17 +18,20 @@ app.config['UPLOAD_FOLDER'] = 'uploads'
 # Create uploads folder if it doesn't exist
 os.makedirs(app.config['UPLOAD_FOLDER'], exist_ok=True)
 
-# Load the model with TensorFlow 2.1.0 (February 2020 version)
-print("Loading model with TensorFlow 2.1.0 (Feb 2020)...")
+# Load the model with TensorFlow 2.11 (supports Functional class)
+print("Loading model with TensorFlow 2.11...")
 import warnings
 warnings.filterwarnings('ignore')
 
 try:
-    # Load model as it was saved in Feb 2020
+    # Load model with Functional class support
     model = load_model('cancer_model.h5', compile=False)
     print("✓ Model loaded successfully!")
 except Exception as e:
     print(f"❌ Error loading model: {e}")
+    print("\n⚠️  MODEL FILE IS INCOMPATIBLE")
+    print("Your model file contains both old and new TensorFlow features.")
+    print("Please re-save your model in your training environment.")
     import traceback
     traceback.print_exc()
     raise