Update app.py

app.py

@@ -240,8 +240,8 @@ def analyze_face(input_data):
         0].landmark  # Fixed: Use integer index
     features = extract_features(frame_rgb, landmarks)
     
-    # Convert features to pandas DataFrame with correct column names
-    features_df = pd.DataFrame([features], columns=["%Red Pixel", "%Green Pixel", "%Blue Pixel"])
+    # Convert features to pandas DataFrame with correct column names (matching the training phase)
+    features_df = pd.DataFrame([features], columns=["%Red pixel", "%Green pixel", "%Blue pixel"])
     
     test_values = {}
     r2_scores = {}