The BEST Self-Hosted CCTV Solution With AI Object Detection?

Frigate is an open-source, free, AI accelerated object-based detection CCTV solution! Not only does it enable you to keep your recordings private, it also allows you to focus on exactly the things you want to record. In this video I detail the features of Frigate, how to configure and deploy it in Docker, as well as how to passthrough a Google Coral TPU to your VM on Proxmox.

Recommended Cameras:
Unifi G3 Flex: https://amzn.to/3QZAIDj
Loryta: https://amzn.to/3qKf3o7
Amcrest: https://amzn.to/44ziJ9Q

Coral AI:
https://amzn.to/47sDjuV

Docker-Compose: https://github.com/JamesTurland/JimsGarage/tree/main/Frigate

Proxmox GPU Passthrough: https://pve.proxmox.com/wiki/PCI_Passthrough#GPU_passthrough

Find me on:
Discord: https://discord.gg/qW5vEBekz5
Twitter: https://twitter.com/jimsgarage_
Reddit: https://www.reddit.com/user/Jims-Garage
GitHub: https://github.com/JamesTurland/JimsGarage

00:00 - Introduction to Frigate
02:35 - Frigate Features Walkthrough
07:00 - Coral TPU Passthrough to Proxmox
10:18 - Coral TPU Driver Install
12:20 - Docker Config Review
15:50 - Frigate Config File Review
21:20 - Frigate Deployment Via Docker
22:10 - Testing Frigate Dashboard & Walkthrough
24:12 - Frigate Home Assistant Overview
25:20 - Outro