Update app.py

app.py

@@ -11,15 +11,13 @@ mp_face_mesh = mp.solutions.face_mesh
 face_mesh = mp_face_mesh.FaceMesh(static_image_mode=True, max_num_faces=1, refine_landmarks=True, min_detection_confidence=0.5)
 
 def extract_features(image, landmarks):
-    mean_intensity = np.mean(image)
     red_channel = image[:, :, 2]
     green_channel = image[:, :, 1]
     blue_channel = image[:, :, 0]
-    total_pixels = image.shape[0] * image.shape[1]
 
-    red_percent = 100 * np.sum(red_channel > green_channel) / total_pixels
-    green_percent = 100 * np.sum(green_channel > red_channel) / total_pixels
-    blue_percent = 100 * np.sum(blue_channel > red_channel) / total_pixels
+    red_percent = 100 * np.mean(red_channel) / 255
+    green_percent = 100 * np.mean(green_channel) / 255
+    blue_percent = 100 * np.mean(blue_channel) / 255
 
     return [red_percent, green_percent, blue_percent]