How to properly set up Frigate for best results

Frigate uses AI to detect people and other objects in your IP camera streams without sending any of your data or video footage to the cloud.

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In this video I show you how I have set up Frigate to reliably detect people, dogs and cats in my camera streams. It actually works better than my previous Google Nest and Unifi video detection systems! I've achieved this by tweaking the Frigate configuration file to get the best results.

More videos in this series:
1. Frigate Basics:    • Local Security Camera Recording with Friga...  
2. Tweaking Frigate to get the best performance (This video):    • How to properly set up Frigate for best re...…
3. Integrating Frigate into Home Assistant:    • Frigate and Home Assistant  

Links:
Frigate Documentation: docs.frigate.video/
Installing Frigate Video:    • Local Security Camera Recording with Friga...  
My Frigate Configuration File: www.homeautomationguy.io/home-assistant-tips/tweak…

I cover these Frigate concepts:
00:00 - Intro
01:57 - Objects
03:06 - Camera Stream Roles
05:24 - Snapshots & Recordings
06:48 - Putting it all together
07:39 - How Frigate's AI detection works
08:46 - CPU & TPU Detectors
11:07 - Hardware Acceleration
11:44 - Motion Masks
14:14 - Reducing False Positives
14:53 - Zones