diff --git a/Dockerfile b/Dockerfile
index 0c244f901..058bb6ad7 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -127,7 +127,9 @@ RUN apt-get -qq update \
     libtbb2 libtbb-dev libdc1394-22-dev libopenexr-dev \
     libgstreamer-plugins-base1.0-dev libgstreamer1.0-dev \
     # scipy dependencies
-    gcc gfortran libopenblas-dev liblapack-dev && \
+    gcc gfortran libopenblas-dev liblapack-dev \
+    # faster-fifo dependencies
+    g++ cython3 && \
     rm -rf /var/lib/apt/lists/*
 
 RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
diff --git a/frigate/app.py b/frigate/app.py
index 9d85f461e..8d3972343 100644
--- a/frigate/app.py
+++ b/frigate/app.py
@@ -6,12 +6,12 @@ import shutil
 import signal
 import sys
 import traceback
-from multiprocessing.queues import Queue
 from multiprocessing.synchronize import Event as MpEvent
 from types import FrameType
 from typing import Optional
 
 import psutil
+from faster_fifo import Queue
 from peewee_migrate import Router
 from playhouse.sqlite_ext import SqliteExtDatabase
 from playhouse.sqliteq import SqliteQueueDatabase
diff --git a/frigate/events/external.py b/frigate/events/external.py
index 5422de260..910aee35f 100644
--- a/frigate/events/external.py
+++ b/frigate/events/external.py
@@ -6,10 +6,10 @@ import logging
 import os
 import random
 import string
-from multiprocessing.queues import Queue
 from typing import Optional
 
 import cv2
+from faster_fifo import Queue
 
 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 264ab1142..28fb4646b 100644
--- a/frigate/events/maintainer.py
+++ b/frigate/events/maintainer.py
@@ -3,10 +3,11 @@ 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 faster_fifo import Queue
+
 from frigate.config import EventsConfig, FrigateConfig
 from frigate.models import Event
 from frigate.types import CameraMetricsTypes
diff --git a/frigate/log.py b/frigate/log.py
index 5dbf4eed0..ac51fc3da 100644
--- a/frigate/log.py
+++ b/frigate/log.py
@@ -7,10 +7,10 @@ import signal
 import threading
 from collections import deque
 from logging import handlers
-from multiprocessing.queues import Queue
 from types import FrameType
 from typing import Deque, Optional
 
+from faster_fifo import Queue
 from setproctitle import setproctitle
 
 from frigate.util import clean_camera_user_pass
diff --git a/frigate/timeline.py b/frigate/timeline.py
index 9ca617ba9..6cfcbe928 100644
--- a/frigate/timeline.py
+++ b/frigate/timeline.py
@@ -3,9 +3,10 @@
 import logging
 import queue
 import threading
-from multiprocessing.queues import Queue
 from multiprocessing.synchronize import Event as MpEvent
 
+from faster_fifo import Queue
+
 from frigate.config import FrigateConfig
 from frigate.events.maintainer import EventTypeEnum
 from frigate.models import Timeline
diff --git a/frigate/types.py b/frigate/types.py
index 8c3e54654..23751d499 100644
--- a/frigate/types.py
+++ b/frigate/types.py
@@ -1,8 +1,9 @@
 from multiprocessing.context import Process
-from multiprocessing.queues import Queue
 from multiprocessing.sharedctypes import Synchronized
 from typing import Optional, TypedDict
 
+from faster_fifo import Queue
+
 from frigate.object_detection import ObjectDetectProcess
 
 
diff --git a/requirements-wheels.txt b/requirements-wheels.txt
index f02317e41..19bd1077c 100644
--- a/requirements-wheels.txt
+++ b/requirements-wheels.txt
@@ -1,5 +1,6 @@
 click == 8.1.*
 Flask == 2.3.*
+faster-fifo == 1.4.*
 imutils == 0.5.*
 matplotlib == 3.7.*
 mypy == 0.942