diff --git a/frigate/util/classification.py b/frigate/util/classification.py
index 6b2db3446..a8624870b 100644
--- a/frigate/util/classification.py
+++ b/frigate/util/classification.py
@@ -1,5 +1,6 @@
 """Util for classification models."""
 
+import logging
 import os
 
 import cv2
@@ -49,6 +50,8 @@ def train_classification_model(model_name: str) -> bool:
         ]
     )
 
+    tf.get_logger().setLevel(logging.ERROR)
+
     # Start with imagenet base model with 35% of channels in each layer
     base_model = MobileNetV2(
         input_shape=(224, 224, 3),