diff --git a/frigate/config.py b/frigate/config.py
index 0d5c9fb47..602f03f1f 100644
--- a/frigate/config.py
+++ b/frigate/config.py
@@ -1505,29 +1505,26 @@ class FrigateConfig(FrigateBaseModel):
         for key, detector in config.detectors.items():
             adapter = TypeAdapter(DetectorConfig)
             model_dict = (
-                detector if isinstance(detector, dict) else detector.model_dump()
+                detector
+                if isinstance(detector, dict)
+                else detector.model_dump(warnings="none")
             )
             detector_config: DetectorConfig = adapter.validate_python(model_dict)
             if detector_config.model is None:
-                detector_config.model = config.model
+                detector_config.model = config.model.model_copy()
             else:
-                model = detector_config.model
-                schema = ModelConfig.model_json_schema()["properties"]
-                if (
-                    model.width != schema["width"]["default"]
-                    or model.height != schema["height"]["default"]
-                    or model.labelmap_path is not None
-                    or model.labelmap
-                    or model.input_tensor != schema["input_tensor"]["default"]
-                    or model.input_pixel_format
-                    != schema["input_pixel_format"]["default"]
-                ):
+                path = detector_config.model.path
+                detector_config.model = config.model.model_copy()
+                detector_config.model.path = path
+
+                if "path" not in model_dict or len(model_dict.keys()) > 1:
                     logger.warning(
                         "Customizing more than a detector model path is unsupported."
                     )
+
             merged_model = deep_merge(
-                detector_config.model.model_dump(exclude_unset=True),
-                config.model.model_dump(exclude_unset=True),
+                detector_config.model.model_dump(exclude_unset=True, warnings="none"),
+                config.model.model_dump(exclude_unset=True, warnings="none"),
             )
 
             if "path" not in merged_model:
diff --git a/frigate/test/test_config.py b/frigate/test/test_config.py
index be935d431..697edfe91 100644
--- a/frigate/test/test_config.py
+++ b/frigate/test/test_config.py
@@ -82,7 +82,7 @@ class TestConfig(unittest.TestCase):
                 },
                 "edgetpu": {
                     "type": "edgetpu",
-                    "model": {"path": "/edgetpu_model.tflite", "width": 160},
+                    "model": {"path": "/edgetpu_model.tflite"},
                 },
                 "openvino": {
                     "type": "openvino",
@@ -112,11 +112,6 @@ class TestConfig(unittest.TestCase):
         assert runtime_config.detectors["edgetpu"].model.path == "/edgetpu_model.tflite"
         assert runtime_config.detectors["openvino"].model.path == "/etc/hosts"
 
-        assert runtime_config.model.width == 512
-        assert runtime_config.detectors["cpu"].model.width == 320
-        assert runtime_config.detectors["edgetpu"].model.width == 160
-        assert runtime_config.detectors["openvino"].model.width == 512
-
     def test_invalid_mqtt_config(self):
         config = {
             "mqtt": {"host": "mqtt", "user": "test"},