Network & Home Automation Apps

January 19, 2025
Network & Home Automation Apps
In all, I have quite a few components keeping my home automation system running. Some are apps I use every day, some are for managing different parts of the infrastructure and a few are for entertainment. Nearly everything here runs in docker on my NAS or one of two dedicated…

Can I use AI as my Frigate False Positive Checker?

September 16, 2024
Can I use AI as my Frigate False Positive Checker?
The good thing about Coral TPUs are they are really fast. The bad thing about Coral TPUs are the models they use are really small so they aren't very accurate. Luckily Frigate has a really advanced system for configuring object detection filters by size, ratio, etc. As well as a…

Google Coral TPU Card

August 5, 2024
Google Coral TPU Card
Today I added some AI processing horsepower to my Frigate server. This little chip can handle object detection on 15 cameras without breaking a sweat. I am using the m.2 variety, but you can get a few variants from Google. I originally experimented with the USB version before adding the…

Home Automation Server – Tower 1

August 2, 2024
Home Automation Server – Tower 1
With the Frigate server complete, Tower 1 is officially out of space. Top to Bottom Home Assistant & Frigate Docker Server Home Assistant Frigate Netdata Dozzle UPS Power Supply Cisco 24-Port Switch with PoE and 10GB SFP Go bag HD for critical files Punchdown Patch Panel Keystone Patch Panel Synology…

Dedicated Frigate Server

July 28, 2024
Dedicated Frigate Server
I've decided to use Frigate as the platform for AI object detection using my existing Amcrest IP cameras. It's working as a sidecar to Synology Surveillance Station as detection only. frigate-server 12-core Ryzen 5900X, 64GB RAM, 8TB SSD & 16TB HDD storage, Google Coral TPU, nVidia RTX3050GPU. Hosts Frigate and…