diff --git a/benchmark.py b/benchmark.py
index ea388ef13a..8ba22d0932 100755
--- a/benchmark.py
+++ b/benchmark.py
@@ -1,11 +1,11 @@
-import os
-from statistics import mean
+import datetime
 import multiprocessing as mp
+from statistics import mean
+
 import numpy as np
-import datetime
+
 from frigate.config import DetectorTypeEnum
 from frigate.object_detection import (
-    LocalObjectDetector,
     ObjectDetectProcess,
     RemoteObjectDetector,
     load_labels,
diff --git a/docker/rootfs/usr/local/go2rtc/create_config.py b/docker/rootfs/usr/local/go2rtc/create_config.py
index d201eb3819..1397adee8e 100644
--- a/docker/rootfs/usr/local/go2rtc/create_config.py
+++ b/docker/rootfs/usr/local/go2rtc/create_config.py
@@ -3,11 +3,14 @@
 import json
 import os
 import sys
+
 import yaml
 
 sys.path.insert(0, "/opt/frigate")
-from frigate.const import BIRDSEYE_PIPE, BTBN_PATH
-from frigate.ffmpeg_presets import parse_preset_hardware_acceleration_encode
+from frigate.const import BIRDSEYE_PIPE, BTBN_PATH  # noqa: E402
+from frigate.ffmpeg_presets import (  # noqa: E402
+    parse_preset_hardware_acceleration_encode,
+)
 
 sys.path.remove("/opt/frigate")
 
diff --git a/frigate/__main__.py b/frigate/__main__.py
index 8fa98fe530..8442069082 100644
--- a/frigate/__main__.py
+++ b/frigate/__main__.py
@@ -5,7 +5,6 @@
 
 from frigate.app import FrigateApp
 
-
 faulthandler.enable()
 
 threading.current_thread().name = "frigate"
diff --git a/frigate/app.py b/frigate/app.py
index c66fab187e..bcbd3ed2d0 100644
--- a/frigate/app.py
+++ b/frigate/app.py
@@ -1,16 +1,16 @@
 import logging
 import multiprocessing as mp
-from multiprocessing.queues import Queue
-from multiprocessing.synchronize import Event as MpEvent
 import os
 import shutil
 import signal
 import sys
-from typing import Optional
+import traceback
+from multiprocessing.queues import Queue
+from multiprocessing.synchronize import Event as MpEvent
 from types import FrameType
-import psutil
+from typing import Optional
 
-import traceback
+import psutil
 from peewee_migrate import Router
 from playhouse.sqlite_ext import SqliteExtDatabase
 from playhouse.sqliteq import SqliteQueueDatabase
@@ -27,13 +27,13 @@
     MODEL_CACHE_DIR,
     RECORD_DIR,
 )
-from frigate.object_detection import ObjectDetectProcess
 from frigate.events.cleanup import EventCleanup
 from frigate.events.external import ExternalEventProcessor
 from frigate.events.maintainer import EventProcessor
 from frigate.http import create_app
 from frigate.log import log_process, root_configurer
 from frigate.models import Event, Recordings, Timeline
+from frigate.object_detection import ObjectDetectProcess
 from frigate.object_processing import TrackedObjectProcessor
 from frigate.output import output_frames
 from frigate.plus import PlusApi
@@ -42,10 +42,10 @@
 from frigate.stats import StatsEmitter, stats_init
 from frigate.storage import StorageMaintainer
 from frigate.timeline import TimelineProcessor
+from frigate.types import CameraMetricsTypes, RecordMetricsTypes
 from frigate.version import VERSION
 from frigate.video import capture_camera, track_camera
 from frigate.watchdog import FrigateWatchdog
-from frigate.types import CameraMetricsTypes, RecordMetricsTypes
 
 logger = logging.getLogger(__name__)
 
diff --git a/frigate/comms/dispatcher.py b/frigate/comms/dispatcher.py
index 61e1c75221..b7e9e88586 100644
--- a/frigate/comms/dispatcher.py
+++ b/frigate/comms/dispatcher.py
@@ -1,17 +1,14 @@
 """Handle communication between Frigate and other applications."""
 
 import logging
-
-from typing import Any, Callable
-
 from abc import ABC, abstractmethod
+from typing import Any, Callable
 
 from frigate.config import FrigateConfig
-from frigate.ptz import OnvifController, OnvifCommandEnum
+from frigate.ptz import OnvifCommandEnum, OnvifController
 from frigate.types import CameraMetricsTypes, RecordMetricsTypes
 from frigate.util import restart_frigate
 
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/frigate/comms/mqtt.py b/frigate/comms/mqtt.py
index 0e8fb4d711..07799f9dab 100644
--- a/frigate/comms/mqtt.py
+++ b/frigate/comms/mqtt.py
@@ -1,6 +1,5 @@
 import logging
 import threading
-
 from typing import Any, Callable
 
 import paho.mqtt.client as mqtt
@@ -8,7 +7,6 @@
 from frigate.comms.dispatcher import Communicator
 from frigate.config import FrigateConfig
 
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/frigate/comms/ws.py b/frigate/comms/ws.py
index d036da8e70..3c1d2eb12b 100644
--- a/frigate/comms/ws.py
+++ b/frigate/comms/ws.py
@@ -3,10 +3,9 @@
 import json
 import logging
 import threading
-
 from typing import Callable
-
 from wsgiref.simple_server import make_server
+
 from ws4py.server.wsgirefserver import (
     WebSocketWSGIHandler,
     WebSocketWSGIRequestHandler,
@@ -18,7 +17,6 @@
 from frigate.comms.dispatcher import Communicator
 from frigate.config import FrigateConfig
 
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/frigate/config.py b/frigate/config.py
index f9203582b5..5c2f27b5aa 100644
--- a/frigate/config.py
+++ b/frigate/config.py
@@ -8,24 +8,14 @@
 
 import matplotlib.pyplot as plt
 import numpy as np
-from pydantic import BaseModel, Extra, Field, validator, parse_obj_as
+from pydantic import BaseModel, Extra, Field, parse_obj_as, validator
 from pydantic.fields import PrivateAttr
 
-from frigate.const import (
-    CACHE_DIR,
-    DEFAULT_DB_PATH,
-    REGEX_CAMERA_NAME,
-    YAML_EXT,
-)
+from frigate.const import CACHE_DIR, DEFAULT_DB_PATH, REGEX_CAMERA_NAME, YAML_EXT
+from frigate.detectors import DetectorConfig, ModelConfig
+from frigate.detectors.detector_config import InputTensorEnum  # noqa: F401
+from frigate.detectors.detector_config import PixelFormatEnum  # noqa: F401
 from frigate.detectors.detector_config import BaseDetectorConfig
-from frigate.plus import PlusApi
-from frigate.util import (
-    create_mask,
-    deep_merge,
-    get_ffmpeg_arg_list,
-    escape_special_characters,
-    load_config_with_no_duplicates,
-)
 from frigate.ffmpeg_presets import (
     parse_preset_hardware_acceleration_decode,
     parse_preset_hardware_acceleration_scale,
@@ -33,12 +23,15 @@
     parse_preset_output_record,
     parse_preset_output_rtmp,
 )
-from frigate.detectors import (
-    ModelConfig,
-    DetectorConfig,
+from frigate.plus import PlusApi
+from frigate.util import (
+    create_mask,
+    deep_merge,
+    escape_special_characters,
+    get_ffmpeg_arg_list,
+    load_config_with_no_duplicates,
 )
 
-
 logger = logging.getLogger(__name__)
 
 # TODO: Identify what the default format to display timestamps is
diff --git a/frigate/detectors/__init__.py b/frigate/detectors/__init__.py
index c04891f50a..7465ed7c0c 100644
--- a/frigate/detectors/__init__.py
+++ b/frigate/detectors/__init__.py
@@ -1,7 +1,7 @@
 import logging
 
-from .detector_types import DetectorTypeEnum, api_types, DetectorConfig
-
+from .detector_config import InputTensorEnum, ModelConfig, PixelFormatEnum  # noqa: F401
+from .detector_types import DetectorConfig, DetectorTypeEnum, api_types  # noqa: F401
 
 logger = logging.getLogger(__name__)
 
diff --git a/frigate/detectors/detection_api.py b/frigate/detectors/detection_api.py
index 60a90b1b5a..f829da27a5 100644
--- a/frigate/detectors/detection_api.py
+++ b/frigate/detectors/detection_api.py
@@ -1,7 +1,6 @@
 import logging
 from abc import ABC, abstractmethod
 
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/frigate/detectors/detector_config.py b/frigate/detectors/detector_config.py
index ce11adb2f7..f65826a572 100644
--- a/frigate/detectors/detector_config.py
+++ b/frigate/detectors/detector_config.py
@@ -1,20 +1,18 @@
 import hashlib
 import json
 import logging
-from enum import Enum
 import os
+from enum import Enum
 from typing import Dict, Optional, Tuple
 
-
-import requests
 import matplotlib.pyplot as plt
+import requests
 from pydantic import BaseModel, Extra, Field
 from pydantic.fields import PrivateAttr
-from frigate.plus import PlusApi
 
+from frigate.plus import PlusApi
 from frigate.util import load_labels
 
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/frigate/detectors/detector_types.py b/frigate/detectors/detector_types.py
index 5c96b2e16b..418fcd625c 100644
--- a/frigate/detectors/detector_types.py
+++ b/frigate/detectors/detector_types.py
@@ -1,16 +1,16 @@
-import logging
 import importlib
+import logging
 import pkgutil
-from typing import Union
-from typing_extensions import Annotated
 from enum import Enum
+from typing import Union
+
 from pydantic import Field
+from typing_extensions import Annotated
 
 from . import plugins
 from .detection_api import DetectionApi
 from .detector_config import BaseDetectorConfig
 
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/frigate/detectors/plugins/cpu_tfl.py b/frigate/detectors/plugins/cpu_tfl.py
index 6439a9c3db..8a54363e1a 100644
--- a/frigate/detectors/plugins/cpu_tfl.py
+++ b/frigate/detectors/plugins/cpu_tfl.py
@@ -1,12 +1,12 @@
 import logging
+
 import numpy as np
+from pydantic import Field
+from typing_extensions import Literal
 
 from frigate.detectors.detection_api import DetectionApi
 from frigate.detectors.detector_config import BaseDetectorConfig
 
-from typing_extensions import Literal
-from pydantic import Field
-
 try:
     from tflite_runtime.interpreter import Interpreter
 except ModuleNotFoundError:
diff --git a/frigate/detectors/plugins/deepstack.py b/frigate/detectors/plugins/deepstack.py
index 6ef702cb1b..fd79e27d0c 100644
--- a/frigate/detectors/plugins/deepstack.py
+++ b/frigate/detectors/plugins/deepstack.py
@@ -1,14 +1,14 @@
+import io
 import logging
+
 import numpy as np
 import requests
-import io
+from PIL import Image
+from pydantic import Field
+from typing_extensions import Literal
 
 from frigate.detectors.detection_api import DetectionApi
 from frigate.detectors.detector_config import BaseDetectorConfig
-from typing_extensions import Literal
-from pydantic import Field
-from PIL import Image
-
 
 logger = logging.getLogger(__name__)
 
diff --git a/frigate/detectors/plugins/edgetpu_tfl.py b/frigate/detectors/plugins/edgetpu_tfl.py
index 7e35877c4e..ca03d483b1 100644
--- a/frigate/detectors/plugins/edgetpu_tfl.py
+++ b/frigate/detectors/plugins/edgetpu_tfl.py
@@ -1,10 +1,11 @@
 import logging
+
 import numpy as np
+from pydantic import Field
+from typing_extensions import Literal
 
 from frigate.detectors.detection_api import DetectionApi
 from frigate.detectors.detector_config import BaseDetectorConfig
-from typing_extensions import Literal
-from pydantic import Field
 
 try:
     from tflite_runtime.interpreter import Interpreter, load_delegate
diff --git a/frigate/detectors/plugins/openvino.py b/frigate/detectors/plugins/openvino.py
index 3592cb7db8..5cb1ea39c3 100644
--- a/frigate/detectors/plugins/openvino.py
+++ b/frigate/detectors/plugins/openvino.py
@@ -1,12 +1,12 @@
 import logging
+
 import numpy as np
 import openvino.runtime as ov
+from pydantic import Field
+from typing_extensions import Literal
 
 from frigate.detectors.detection_api import DetectionApi
 from frigate.detectors.detector_config import BaseDetectorConfig, ModelTypeEnum
-from typing_extensions import Literal
-from pydantic import Field
-
 
 logger = logging.getLogger(__name__)
 
diff --git a/frigate/detectors/plugins/tensorrt.py b/frigate/detectors/plugins/tensorrt.py
index 26fa92ccb7..7251b8751e 100644
--- a/frigate/detectors/plugins/tensorrt.py
+++ b/frigate/detectors/plugins/tensorrt.py
@@ -1,6 +1,6 @@
+import ctypes
 import logging
 
-import ctypes
 import numpy as np
 
 try:
@@ -11,10 +11,11 @@
 except ModuleNotFoundError:
     TRT_SUPPORT = False
 
+from pydantic import Field
+from typing_extensions import Literal
+
 from frigate.detectors.detection_api import DetectionApi
 from frigate.detectors.detector_config import BaseDetectorConfig
-from typing_extensions import Literal
-from pydantic import Field
 
 logger = logging.getLogger(__name__)
 
diff --git a/frigate/events/cleanup.py b/frigate/events/cleanup.py
index a78794a830..5afd285c49 100644
--- a/frigate/events/cleanup.py
+++ b/frigate/events/cleanup.py
@@ -4,16 +4,13 @@
 import logging
 import os
 import threading
-
+from multiprocessing.synchronize import Event as MpEvent
 from pathlib import Path
 
-
 from frigate.config import FrigateConfig
 from frigate.const import CLIPS_DIR
 from frigate.models import Event
 
-from multiprocessing.synchronize import Event as MpEvent
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/frigate/events/external.py b/frigate/events/external.py
index 2c17c9a032..5422de2608 100644
--- a/frigate/events/external.py
+++ b/frigate/events/external.py
@@ -1,16 +1,15 @@
 """Handle external events created by the user."""
 
 import base64
-import cv2
 import datetime
 import logging
 import os
 import random
 import string
-
+from multiprocessing.queues import Queue
 from typing import Optional
 
-from multiprocessing.queues import Queue
+import cv2
 
 from frigate.config import CameraConfig, FrigateConfig
 from frigate.const import CLIPS_DIR
diff --git a/frigate/events/maintainer.py b/frigate/events/maintainer.py
index f674c5ccfa..5459fea6c3 100644
--- a/frigate/events/maintainer.py
+++ b/frigate/events/maintainer.py
@@ -2,19 +2,16 @@
 import logging
 import queue
 import threading
-
 from enum import Enum
-
+from multiprocessing.queues import Queue
+from multiprocessing.synchronize import Event as MpEvent
+from typing import Dict
 
 from frigate.config import EventsConfig, FrigateConfig
 from frigate.models import Event
 from frigate.types import CameraMetricsTypes
 from frigate.util import to_relative_box
 
-from multiprocessing.queues import Queue
-from multiprocessing.synchronize import Event as MpEvent
-from typing import Dict
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/frigate/ffmpeg_presets.py b/frigate/ffmpeg_presets.py
index 353a8b9229..d78cd72ef1 100644
--- a/frigate/ffmpeg_presets.py
+++ b/frigate/ffmpeg_presets.py
@@ -2,13 +2,11 @@
 
 import logging
 import os
-
 from typing import Any
 
-from frigate.version import VERSION
 from frigate.const import BTBN_PATH
 from frigate.util import vainfo_hwaccel
-
+from frigate.version import VERSION
 
 logger = logging.getLogger(__name__)
 
diff --git a/frigate/http.py b/frigate/http.py
index dd3ddfd76f..9d7aa2c47f 100644
--- a/frigate/http.py
+++ b/frigate/http.py
@@ -1,23 +1,20 @@
 import base64
-from datetime import datetime, timedelta, timezone
 import copy
-import logging
 import glob
 import json
+import logging
 import os
 import subprocess as sp
-import pytz
 import time
 import traceback
-
+from datetime import datetime, timedelta, timezone
 from functools import reduce
 from pathlib import Path
-from tzlocal import get_localzone_name
 from urllib.parse import unquote
 
 import cv2
-
 import numpy as np
+import pytz
 from flask import (
     Blueprint,
     Flask,
@@ -27,26 +24,26 @@
     make_response,
     request,
 )
-
-from peewee import SqliteDatabase, operator, fn, DoesNotExist
+from peewee import DoesNotExist, SqliteDatabase, fn, operator
 from playhouse.shortcuts import model_to_dict
+from tzlocal import get_localzone_name
 
 from frigate.config import FrigateConfig
 from frigate.const import CLIPS_DIR, MAX_SEGMENT_DURATION, RECORD_DIR
-from frigate.models import Event, Recordings, Timeline
 from frigate.events.external import ExternalEventProcessor
+from frigate.models import Event, Recordings, Timeline
 from frigate.object_processing import TrackedObject
 from frigate.plus import PlusApi
 from frigate.ptz import OnvifController
 from frigate.stats import stats_snapshot
+from frigate.storage import StorageMaintainer
 from frigate.util import (
     clean_camera_user_pass,
     ffprobe_stream,
+    get_tz_modifiers,
     restart_frigate,
     vainfo_hwaccel,
-    get_tz_modifiers,
 )
-from frigate.storage import StorageMaintainer
 from frigate.version import VERSION
 
 logger = logging.getLogger(__name__)
diff --git a/frigate/log.py b/frigate/log.py
index f835b59002..4a44545adf 100644
--- a/frigate/log.py
+++ b/frigate/log.py
@@ -1,17 +1,17 @@
 # adapted from https://medium.com/@jonathonbao/python3-logging-with-multiprocessing-f51f460b8778
 import logging
-import threading
+import multiprocessing as mp
 import os
-import signal
 import queue
-import multiprocessing as mp
-from multiprocessing.queues import Queue
+import signal
+import threading
+from collections import deque
 from logging import handlers
-from typing import Optional
+from multiprocessing.queues import Queue
 from types import FrameType
+from typing import Deque, Optional
+
 from setproctitle import setproctitle
-from typing import Deque
-from collections import deque
 
 from frigate.util import clean_camera_user_pass
 
diff --git a/frigate/models.py b/frigate/models.py
index 6a81eeda4d..5f6ac7339c 100644
--- a/frigate/models.py
+++ b/frigate/models.py
@@ -1,11 +1,11 @@
 from peewee import (
-    Model,
+    BooleanField,
     CharField,
     DateTimeField,
     FloatField,
-    BooleanField,
-    TextField,
     IntegerField,
+    Model,
+    TextField,
 )
 from playhouse.sqlite_ext import JSONField
 
diff --git a/frigate/motion.py b/frigate/motion.py
index 5580803a38..19d1629561 100644
--- a/frigate/motion.py
+++ b/frigate/motion.py
@@ -1,6 +1,7 @@
 import cv2
 import imutils
 import numpy as np
+
 from frigate.config import MotionConfig
 
 
diff --git a/frigate/object_detection.py b/frigate/object_detection.py
index de9494fb15..9201dfcd19 100644
--- a/frigate/object_detection.py
+++ b/frigate/object_detection.py
@@ -12,7 +12,6 @@
 
 from frigate.config import InputTensorEnum
 from frigate.detectors import create_detector
-
 from frigate.util import EventsPerSecond, SharedMemoryFrameManager, listen, load_labels
 
 logger = logging.getLogger(__name__)
diff --git a/frigate/object_processing.py b/frigate/object_processing.py
index 09181c26fd..8c16ef64ed 100644
--- a/frigate/object_processing.py
+++ b/frigate/object_processing.py
@@ -15,10 +15,10 @@
 from frigate.comms.dispatcher import Dispatcher
 from frigate.config import (
     CameraConfig,
+    FrigateConfig,
     MqttConfig,
-    SnapshotsConfig,
     RecordConfig,
-    FrigateConfig,
+    SnapshotsConfig,
 )
 from frigate.const import CLIPS_DIR
 from frigate.events.maintainer import EventTypeEnum
diff --git a/frigate/plus.py b/frigate/plus.py
index 8638989176..b219e02a2d 100644
--- a/frigate/plus.py
+++ b/frigate/plus.py
@@ -4,11 +4,13 @@
 import os
 import re
 from typing import Any, List
-import requests
-from frigate.const import PLUS_ENV_VAR, PLUS_API_HOST
-from requests.models import Response
+
 import cv2
+import requests
 from numpy import ndarray
+from requests.models import Response
+
+from frigate.const import PLUS_API_HOST, PLUS_ENV_VAR
 
 logger = logging.getLogger(__name__)
 
diff --git a/frigate/ptz.py b/frigate/ptz.py
index 3d02b8a9ea..385a230bc9 100644
--- a/frigate/ptz.py
+++ b/frigate/ptz.py
@@ -2,13 +2,12 @@
 
 import logging
 import site
-
 from enum import Enum
+
 from onvif import ONVIFCamera, ONVIFError
 
 from frigate.config import FrigateConfig
 
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/frigate/record/cleanup.py b/frigate/record/cleanup.py
index f1f01486cf..bb54d8b866 100644
--- a/frigate/record/cleanup.py
+++ b/frigate/record/cleanup.py
@@ -5,12 +5,12 @@
 import logging
 import os
 import threading
+from multiprocessing.synchronize import Event as MpEvent
 from pathlib import Path
 
 from peewee import DoesNotExist
-from multiprocessing.synchronize import Event as MpEvent
 
-from frigate.config import RetainModeEnum, FrigateConfig
+from frigate.config import FrigateConfig, RetainModeEnum
 from frigate.const import RECORD_DIR, SECONDS_IN_DAY
 from frigate.models import Event, Recordings, Timeline
 from frigate.record.util import remove_empty_directories
diff --git a/frigate/record/maintainer.py b/frigate/record/maintainer.py
index 522da48d81..afcd6af28d 100644
--- a/frigate/record/maintainer.py
+++ b/frigate/record/maintainer.py
@@ -9,14 +9,14 @@
 import string
 import subprocess as sp
 import threading
-import psutil
-
 from collections import defaultdict
 from multiprocessing.synchronize import Event as MpEvent
 from pathlib import Path
 from typing import Any, Tuple
 
-from frigate.config import RetainModeEnum, FrigateConfig
+import psutil
+
+from frigate.config import FrigateConfig, RetainModeEnum
 from frigate.const import CACHE_DIR, MAX_SEGMENT_DURATION, RECORD_DIR
 from frigate.models import Event, Recordings
 from frigate.types import RecordMetricsTypes
diff --git a/frigate/record/record.py b/frigate/record/record.py
index 59fda095b2..3aaf56476a 100644
--- a/frigate/record/record.py
+++ b/frigate/record/record.py
@@ -4,12 +4,11 @@
 import multiprocessing as mp
 import signal
 import threading
-
-from setproctitle import setproctitle
 from types import FrameType
 from typing import Optional
 
 from playhouse.sqliteq import SqliteQueueDatabase
+from setproctitle import setproctitle
 
 from frigate.config import FrigateConfig
 from frigate.models import Event, Recordings, Timeline
diff --git a/frigate/stats.py b/frigate/stats.py
index 3359a76027..3fd8810290 100644
--- a/frigate/stats.py
+++ b/frigate/stats.py
@@ -1,24 +1,30 @@
 import asyncio
 import json
 import logging
+import os
+import shutil
 import threading
 import time
+from multiprocessing.synchronize import Event as MpEvent
+from typing import Any, Optional
+
 import psutil
-import shutil
-import os
 import requests
-from typing import Optional, Any
-from multiprocessing.synchronize import Event as MpEvent
 from requests.exceptions import RequestException
 
 from frigate.comms.dispatcher import Dispatcher
 from frigate.config import FrigateConfig
-from frigate.const import DRIVER_AMD, DRIVER_ENV_VAR, RECORD_DIR, CLIPS_DIR, CACHE_DIR
-from frigate.types import StatsTrackingTypes, CameraMetricsTypes
-from frigate.util import get_amd_gpu_stats, get_intel_gpu_stats, get_nvidia_gpu_stats
-from frigate.version import VERSION
-from frigate.util import get_cpu_stats, get_bandwidth_stats
+from frigate.const import CACHE_DIR, CLIPS_DIR, DRIVER_AMD, DRIVER_ENV_VAR, RECORD_DIR
 from frigate.object_detection import ObjectDetectProcess
+from frigate.types import CameraMetricsTypes, StatsTrackingTypes
+from frigate.util import (
+    get_amd_gpu_stats,
+    get_bandwidth_stats,
+    get_cpu_stats,
+    get_intel_gpu_stats,
+    get_nvidia_gpu_stats,
+)
+from frigate.version import VERSION
 
 logger = logging.getLogger(__name__)
 
diff --git a/frigate/storage.py b/frigate/storage.py
index c22a6363f9..6cdd54bdcb 100644
--- a/frigate/storage.py
+++ b/frigate/storage.py
@@ -1,9 +1,9 @@
 """Handle storage retention and usage."""
 
 import logging
-from pathlib import Path
 import shutil
 import threading
+from pathlib import Path
 
 from peewee import fn
 
diff --git a/frigate/test/test_config.py b/frigate/test/test_config.py
index 51109b35ce..8c1b5b5865 100644
--- a/frigate/test/test_config.py
+++ b/frigate/test/test_config.py
@@ -1,13 +1,11 @@
 import json
 import os
 import unittest
+
 import numpy as np
 from pydantic import ValidationError
 
-from frigate.config import (
-    BirdseyeModeEnum,
-    FrigateConfig,
-)
+from frigate.config import BirdseyeModeEnum, FrigateConfig
 from frigate.const import MODEL_CACHE_DIR
 from frigate.detectors import DetectorTypeEnum
 from frigate.plus import PlusApi
diff --git a/frigate/test/test_copy_yuv_to_position.py b/frigate/test/test_copy_yuv_to_position.py
index 16c97b79d7..33582e2d1e 100644
--- a/frigate/test/test_copy_yuv_to_position.py
+++ b/frigate/test/test_copy_yuv_to_position.py
@@ -1,7 +1,9 @@
+from unittest import TestCase, main
+
 import cv2
 import numpy as np
-from unittest import TestCase, main
-from frigate.util import get_yuv_crop, copy_yuv_to_position
+
+from frigate.util import copy_yuv_to_position, get_yuv_crop
 
 
 class TestCopyYuvToPosition(TestCase):
diff --git a/frigate/test/test_ffmpeg_presets.py b/frigate/test/test_ffmpeg_presets.py
index 92e0fa3bd9..0d3dab8569 100644
--- a/frigate/test/test_ffmpeg_presets.py
+++ b/frigate/test/test_ffmpeg_presets.py
@@ -1,4 +1,5 @@
 import unittest
+
 from frigate.config import FFMPEG_INPUT_ARGS_DEFAULT, FrigateConfig
 from frigate.ffmpeg_presets import parse_preset_input
 
diff --git a/frigate/test/test_http.py b/frigate/test/test_http.py
index 1eb0de1978..3557eccd3a 100644
--- a/frigate/test/test_http.py
+++ b/frigate/test/test_http.py
@@ -6,15 +6,14 @@
 from unittest.mock import patch
 
 from peewee_migrate import Router
+from playhouse.shortcuts import model_to_dict
 from playhouse.sqlite_ext import SqliteExtDatabase
 from playhouse.sqliteq import SqliteQueueDatabase
-from playhouse.shortcuts import model_to_dict
 
 from frigate.config import FrigateConfig
 from frigate.http import create_app
 from frigate.models import Event, Recordings
 from frigate.plus import PlusApi
-
 from frigate.test.const import TEST_DB, TEST_DB_CLEANUPS
 
 
diff --git a/frigate/test/test_object_detector.py b/frigate/test/test_object_detector.py
index 9cdeeb6c78..1e1efa9576 100644
--- a/frigate/test/test_object_detector.py
+++ b/frigate/test/test_object_detector.py
@@ -4,10 +4,10 @@
 import numpy as np
 from pydantic import parse_obj_as
 
-from frigate.config import DetectorConfig, InputTensorEnum, ModelConfig
-from frigate.detectors import DetectorTypeEnum
 import frigate.detectors as detectors
 import frigate.object_detection
+from frigate.config import DetectorConfig, InputTensorEnum, ModelConfig
+from frigate.detectors import DetectorTypeEnum
 
 
 class TestLocalObjectDetector(unittest.TestCase):
diff --git a/frigate/test/test_reduce_boxes.py b/frigate/test/test_reduce_boxes.py
index 1b961a3d4d..d26fcd40c9 100644
--- a/frigate/test/test_reduce_boxes.py
+++ b/frigate/test/test_reduce_boxes.py
@@ -1,4 +1,5 @@
 from unittest import TestCase, main
+
 from frigate.video import box_overlaps, reduce_boxes
 
 
diff --git a/frigate/test/test_storage.py b/frigate/test/test_storage.py
index a17e067d41..468d319169 100644
--- a/frigate/test/test_storage.py
+++ b/frigate/test/test_storage.py
@@ -12,7 +12,6 @@
 from frigate.config import FrigateConfig
 from frigate.models import Event, Recordings
 from frigate.storage import StorageMaintainer
-
 from frigate.test.const import TEST_DB, TEST_DB_CLEANUPS
 
 
diff --git a/frigate/test/test_yuv_region_2_rgb.py b/frigate/test/test_yuv_region_2_rgb.py
index 6681b56362..a56a78b1cc 100644
--- a/frigate/test/test_yuv_region_2_rgb.py
+++ b/frigate/test/test_yuv_region_2_rgb.py
@@ -1,6 +1,8 @@
+from unittest import TestCase, main
+
 import cv2
 import numpy as np
-from unittest import TestCase, main
+
 from frigate.util import yuv_region_2_rgb
 
 
diff --git a/frigate/timeline.py b/frigate/timeline.py
index e40549d08e..9ca617ba91 100644
--- a/frigate/timeline.py
+++ b/frigate/timeline.py
@@ -1,16 +1,14 @@
 """Record events for object, audio, etc. detections."""
 
 import logging
-import threading
 import queue
+import threading
+from multiprocessing.queues import Queue
+from multiprocessing.synchronize import Event as MpEvent
 
 from frigate.config import FrigateConfig
 from frigate.events.maintainer import EventTypeEnum
 from frigate.models import Timeline
-
-from multiprocessing.queues import Queue
-from multiprocessing.synchronize import Event as MpEvent
-
 from frigate.util import to_relative_box
 
 logger = logging.getLogger(__name__)
diff --git a/frigate/types.py b/frigate/types.py
index 3cc401ebba..8c3e546541 100644
--- a/frigate/types.py
+++ b/frigate/types.py
@@ -1,7 +1,7 @@
-from typing import Optional, TypedDict
+from multiprocessing.context import Process
 from multiprocessing.queues import Queue
 from multiprocessing.sharedctypes import Synchronized
-from multiprocessing.context import Process
+from typing import Optional, TypedDict
 
 from frigate.object_detection import ObjectDetectProcess
 
diff --git a/frigate/util.py b/frigate/util.py
index 2f93fefa05..056c5eb1b2 100755
--- a/frigate/util.py
+++ b/frigate/util.py
@@ -1,27 +1,26 @@
 import copy
 import datetime
-import logging
-import shlex
-import subprocess as sp
 import json
+import logging
+import os
 import re
+import shlex
 import signal
+import subprocess as sp
 import traceback
 import urllib.parse
-import yaml
-import os
-
 from abc import ABC, abstractmethod
 from collections import Counter
 from collections.abc import Mapping
 from multiprocessing import shared_memory
 from typing import Any, AnyStr, Optional, Tuple
-import py3nvml.py3nvml as nvml
 
 import cv2
 import numpy as np
 import psutil
+import py3nvml.py3nvml as nvml
 import pytz
+import yaml
 
 from frigate.const import REGEX_HTTP_CAMERA_USER_PASS, REGEX_RTSP_CAMERA_USER_PASS
 
diff --git a/frigate/video.py b/frigate/video.py
index 263d8f893f..f7ec08e995 100755
--- a/frigate/video.py
+++ b/frigate/video.py
@@ -10,15 +10,15 @@
 import time
 from collections import defaultdict
 
-import numpy as np
 import cv2
+import numpy as np
 from setproctitle import setproctitle
 
 from frigate.config import CameraConfig, DetectConfig, PixelFormatEnum
 from frigate.const import CACHE_DIR
-from frigate.object_detection import RemoteObjectDetector
 from frigate.log import LogPipe
 from frigate.motion import MotionDetector
+from frigate.object_detection import RemoteObjectDetector
 from frigate.objects import ObjectTracker
 from frigate.util import (
     EventsPerSecond,
@@ -30,8 +30,8 @@
     intersection,
     intersection_over_union,
     listen,
-    yuv_region_2_rgb,
     yuv_region_2_bgr,
+    yuv_region_2_rgb,
     yuv_region_2_yuv,
 )
 
diff --git a/frigate/watchdog.py b/frigate/watchdog.py
index 94612e4faf..d1573f0b00 100644
--- a/frigate/watchdog.py
+++ b/frigate/watchdog.py
@@ -2,10 +2,10 @@
 import logging
 import threading
 import time
+from multiprocessing.synchronize import Event as MpEvent
 
 from frigate.object_detection import ObjectDetectProcess
 from frigate.util import restart_frigate
-from multiprocessing.synchronize import Event as MpEvent
 
 logger = logging.getLogger(__name__)
 
diff --git a/migrations/001_create_events_table.py b/migrations/001_create_events_table.py
index d9b0f08530..9e8ad1b607 100644
--- a/migrations/001_create_events_table.py
+++ b/migrations/001_create_events_table.py
@@ -21,14 +21,7 @@
 
 """
 
-import datetime as dt
 import peewee as pw
-from decimal import ROUND_HALF_EVEN
-
-try:
-    import playhouse.postgres_ext as pw_pext
-except ImportError:
-    pass
 
 SQL = pw.SQL
 
diff --git a/migrations/002_add_clip_snapshot.py b/migrations/002_add_clip_snapshot.py
index aaa4a03c98..1431c9c85f 100644
--- a/migrations/002_add_clip_snapshot.py
+++ b/migrations/002_add_clip_snapshot.py
@@ -21,15 +21,9 @@
 
 """
 
-import datetime as dt
 import peewee as pw
-from decimal import ROUND_HALF_EVEN
-from frigate.models import Event
 
-try:
-    import playhouse.postgres_ext as pw_pext
-except ImportError:
-    pass
+from frigate.models import Event
 
 SQL = pw.SQL
 
diff --git a/migrations/003_create_recordings_table.py b/migrations/003_create_recordings_table.py
index e13ae657e4..82b15eb9cd 100644
--- a/migrations/003_create_recordings_table.py
+++ b/migrations/003_create_recordings_table.py
@@ -22,8 +22,6 @@
 """
 import peewee as pw
 
-from frigate.models import Recordings
-
 SQL = pw.SQL
 
 
diff --git a/migrations/004_add_bbox_region_area.py b/migrations/004_add_bbox_region_area.py
index bcc362aac2..da4ca7ac81 100644
--- a/migrations/004_add_bbox_region_area.py
+++ b/migrations/004_add_bbox_region_area.py
@@ -21,16 +21,10 @@
 
 """
 
-import datetime as dt
 import peewee as pw
-from playhouse.sqlite_ext import *
-from decimal import ROUND_HALF_EVEN
-from frigate.models import Event
+from playhouse.sqlite_ext import JSONField
 
-try:
-    import playhouse.postgres_ext as pw_pext
-except ImportError:
-    pass
+from frigate.models import Event
 
 SQL = pw.SQL
 
diff --git a/migrations/005_make_end_time_nullable.py b/migrations/005_make_end_time_nullable.py
index 5c8cf65054..87d0e3fd45 100644
--- a/migrations/005_make_end_time_nullable.py
+++ b/migrations/005_make_end_time_nullable.py
@@ -21,16 +21,9 @@
 
 """
 
-import datetime as dt
 import peewee as pw
-from playhouse.sqlite_ext import *
-from decimal import ROUND_HALF_EVEN
-from frigate.models import Event
 
-try:
-    import playhouse.postgres_ext as pw_pext
-except ImportError:
-    pass
+from frigate.models import Event
 
 SQL = pw.SQL
 
diff --git a/migrations/006_add_motion_active_objects.py b/migrations/006_add_motion_active_objects.py
index 6bd564b8c9..2980b441db 100644
--- a/migrations/006_add_motion_active_objects.py
+++ b/migrations/006_add_motion_active_objects.py
@@ -21,16 +21,9 @@
 
 """
 
-import datetime as dt
 import peewee as pw
-from playhouse.sqlite_ext import *
-from decimal import ROUND_HALF_EVEN
-from frigate.models import Recordings
 
-try:
-    import playhouse.postgres_ext as pw_pext
-except ImportError:
-    pass
+from frigate.models import Recordings
 
 SQL = pw.SQL
 
diff --git a/migrations/007_add_retain_indefinitely.py b/migrations/007_add_retain_indefinitely.py
index a46b72e291..cb5f9da920 100644
--- a/migrations/007_add_retain_indefinitely.py
+++ b/migrations/007_add_retain_indefinitely.py
@@ -21,16 +21,9 @@
 
 """
 
-import datetime as dt
 import peewee as pw
-from playhouse.sqlite_ext import *
-from decimal import ROUND_HALF_EVEN
-from frigate.models import Event
 
-try:
-    import playhouse.postgres_ext as pw_pext
-except ImportError:
-    pass
+from frigate.models import Event
 
 SQL = pw.SQL
 
diff --git a/migrations/008_add_sub_label.py b/migrations/008_add_sub_label.py
index 00603c63e1..56c4bb75ad 100644
--- a/migrations/008_add_sub_label.py
+++ b/migrations/008_add_sub_label.py
@@ -21,16 +21,9 @@
 
 """
 
-import datetime as dt
 import peewee as pw
-from playhouse.sqlite_ext import *
-from decimal import ROUND_HALF_EVEN
-from frigate.models import Event
 
-try:
-    import playhouse.postgres_ext as pw_pext
-except ImportError:
-    pass
+from frigate.models import Event
 
 SQL = pw.SQL
 
diff --git a/migrations/009_add_object_filter_ratio.py b/migrations/009_add_object_filter_ratio.py
index cc23e1d86b..e5a00683de 100644
--- a/migrations/009_add_object_filter_ratio.py
+++ b/migrations/009_add_object_filter_ratio.py
@@ -22,6 +22,7 @@
 """
 
 import peewee as pw
+
 from frigate.models import Event
 
 SQL = pw.SQL
diff --git a/migrations/010_add_plus_image_id.py b/migrations/010_add_plus_image_id.py
index 0e239e58b9..6b8c7ccc61 100644
--- a/migrations/010_add_plus_image_id.py
+++ b/migrations/010_add_plus_image_id.py
@@ -21,16 +21,9 @@
 
 """
 
-import datetime as dt
 import peewee as pw
-from playhouse.sqlite_ext import *
-from decimal import ROUND_HALF_EVEN
-from frigate.models import Event
 
-try:
-    import playhouse.postgres_ext as pw_pext
-except ImportError:
-    pass
+from frigate.models import Event
 
 SQL = pw.SQL
 
diff --git a/migrations/012_add_segment_size.py b/migrations/012_add_segment_size.py
index c5ac1ed93c..7a1c797362 100644
--- a/migrations/012_add_segment_size.py
+++ b/migrations/012_add_segment_size.py
@@ -21,16 +21,9 @@
 
 """
 
-import datetime as dt
 import peewee as pw
-from playhouse.sqlite_ext import *
-from decimal import ROUND_HALF_EVEN
-from frigate.models import Recordings
 
-try:
-    import playhouse.postgres_ext as pw_pext
-except ImportError:
-    pass
+from frigate.models import Recordings
 
 SQL = pw.SQL
 
diff --git a/migrations/013_create_timeline_table.py b/migrations/013_create_timeline_table.py
index fea7867afe..b96822df16 100644
--- a/migrations/013_create_timeline_table.py
+++ b/migrations/013_create_timeline_table.py
@@ -21,16 +21,7 @@
 
 """
 
-import datetime as dt
 import peewee as pw
-from playhouse.sqlite_ext import *
-from decimal import ROUND_HALF_EVEN
-from frigate.models import Recordings
-
-try:
-    import playhouse.postgres_ext as pw_pext
-except ImportError:
-    pass
 
 SQL = pw.SQL
 
diff --git a/migrations/014_event_updates_for_fp.py b/migrations/014_event_updates_for_fp.py
index 5d075596b4..caa609bfaf 100644
--- a/migrations/014_event_updates_for_fp.py
+++ b/migrations/014_event_updates_for_fp.py
@@ -21,16 +21,9 @@
 
 """
 
-import datetime as dt
 import peewee as pw
-from playhouse.sqlite_ext import *
-from decimal import ROUND_HALF_EVEN
-from frigate.models import Event
 
-try:
-    import playhouse.postgres_ext as pw_pext
-except ImportError:
-    pass
+from frigate.models import Event
 
 SQL = pw.SQL
 
diff --git a/migrations/015_event_refactor.py b/migrations/015_event_refactor.py
index d8a8a387c0..1bcb9c510e 100644
--- a/migrations/015_event_refactor.py
+++ b/migrations/015_event_refactor.py
@@ -21,16 +21,10 @@
 
 """
 
-import datetime as dt
 import peewee as pw
-from playhouse.sqlite_ext import *
-from decimal import ROUND_HALF_EVEN
-from frigate.models import Event
+from playhouse.sqlite_ext import JSONField
 
-try:
-    import playhouse.postgres_ext as pw_pext
-except ImportError:
-    pass
+from frigate.models import Event
 
 SQL = pw.SQL
 
diff --git a/migrations/016_sublabel_increase.py b/migrations/016_sublabel_increase.py
index b46b9fc79b..536ea0a610 100644
--- a/migrations/016_sublabel_increase.py
+++ b/migrations/016_sublabel_increase.py
@@ -1,6 +1,5 @@
 import peewee as pw
-from playhouse.migrate import *
-from playhouse.sqlite_ext import *
+
 from frigate.models import Event
 
 
diff --git a/process_clip.py b/process_clip.py
index d8dabbeddd..e122ebf369 100644
--- a/process_clip.py
+++ b/process_clip.py
@@ -1,8 +1,4 @@
-import sys
-from typing_extensions import runtime
-
-sys.path.append("/lab/frigate")
-
+import csv
 import json
 import logging
 import multiprocessing as mp
@@ -11,21 +7,26 @@
 import sys
 
 import click
-import csv
 import cv2
 import numpy as np
 
-from frigate.config import FrigateConfig
-from frigate.object_detection import LocalObjectDetector
-from frigate.motion import MotionDetector
-from frigate.object_processing import CameraState
-from frigate.objects import ObjectTracker
-from frigate.util import (
+sys.path.append("/lab/frigate")
+
+from frigate.config import FrigateConfig  # noqa: E402
+from frigate.motion import MotionDetector  # noqa: E402
+from frigate.object_detection import LocalObjectDetector  # noqa: E402
+from frigate.object_processing import CameraState  # noqa: E402
+from frigate.objects import ObjectTracker  # noqa: E402
+from frigate.util import (  # noqa: E402
     EventsPerSecond,
     SharedMemoryFrameManager,
     draw_box_with_label,
 )
-from frigate.video import capture_frames, process_frames, start_or_restart_ffmpeg
+from frigate.video import (  # noqa: E402
+    capture_frames,
+    process_frames,
+    start_or_restart_ffmpeg,
+)
 
 logging.basicConfig()
 logging.root.setLevel(logging.DEBUG)