Frigate presence detection. May 20, 2021 · A Complete Walkthrough of setting up Frigate AI Detection for use with Home Assistant or many other home automation systems that support MQTT. Get access to custom models designed specifically for Frigate with Frigate+. My current Frigate server runs on a Raspberry Pi CM4 and a Coral TPU plugged in via USB. Raspberry Pi offers multiple AI HAT+'s for the Raspberry Pi 5 with built-in Hailo-8 or Hailo-8L AI coprocessors, and they're useful for low-power inference (like for image object detection) on the Pi. When a Frigate event is received the API begins to process the snapshot. jpg images from Frigate's API. The best way to integrate with Home Assistant is to use the official integration. Since I moved last year I haven’t put my servers back online so that is why I’m using Frigate with the HA Add-On. Uses OpenCV and Tensorflow to perform realtime object detection locally for IP cameras. jpg and latest. Aug 14, 2024 · A blueprint that scans all the people presence detection entities exposed by frigate in HA and creates a list of occupied rooms in a text box. Other detectors may require additional configuration as described below. A complete and local NVR designed for Home Assistant with AI object detection. Double Take is a proxy between Frigate and any of the facial detection projects listed above. Move beyond simple motion alerts to receive precise notifications for actual people, vehicles, and pets, enhancing your home's safety and reducing false positives. By default, Frigate will use a single CPU detector. See Frigate's supported object detectors. Officially Supported Detectors Frigate provides a number of builtin detector types. . Apr 3, 2025 · Frigate NVR is an open-source network video recorder designed for real-time object detection with AI models. 2 days ago · INS Taragiri is a Nilgiri-class (Project 17A) stealth frigate of the Indian Navy, designed for multi-role naval warfare. Apr 2, 2023 · Frigate comes with a general motion binary sensor, and object presence sensors, but I would like to have per-object motion detection. Feb 8, 2023 · Hi everyone, So I’ve got frigate working and it occasionally detects objects. When the container starts it subscribes to Frigate's MQTT events topic and looks for events that contain a person. All processing is performed locally on your own hardware, and your camera feeds never leave your home. There’s a lot to cover and no point in reproducing the existing documentation, … Continue reading "Frigate – object detection and Mar 25, 2025 · Hi, I have frigate setup with my cameras, but on home assistant, I have 2 main issues: 1- Motion is always detected (it seems to be triggered by small light changes) , is there a way to specify sensitivity? 2- Person detection is showing as unknown all the time. Hailo Jan 10, 2024 · Intro My notes on setting up Frigate NVR for a home CCTV setup. Frigate is free, open source and easy to install/maintain. This is how it’s configured on frigate for that camera: cam7: ffmpeg: inputs: - path: https://camera-ip-address roles: - detect A complete and local NVR designed for Home Assistant with AI object detection. Aug 12, 2025 · Frigate is an open-source Network Video Recorder (NVR) that combines traditional video surveillance with AI-powered real-time detection of people, vehicles, animals, and other objects. I just got everything up and running and the Frigate integration is showing a count of 2 cars in the garage as expected, which is pretty freaking awesome! Unlock a new level of intelligence for your smart home security by integrating Frigate, the open-source NVR with AI object detection, directly into Home Assistant. The main focus of this post is on object detection (utilising a Google Coral TPU) and configuring notifications to Amazon Fire TVs (and other devices) via intregration with HomeAssistant. I suppose with enough cameras you could manage fairly reliable presence by putting two+ consecutive cameras in each doorway and using face matching to tell when a person enters and leaves a room (through the door) but that's relying on perfect detection every time and would likely be extremely error-prone in practice. Frigate uses motion detection as a first line check to see if there is anything happening in the frame worth checking with object detection. Edge TPU Detector The Edge TPU detector Feb 18, 2026 · I run Frigate to record security cameras and detect people, cars, and animals when in view. It is built to detect, track, and respond to threats across air, surface, and underwater domains, making it a key part of India’s modern naval fleet. My host is a HP Nuc with 4 x AMD GX-415GA SOC with Radeon™ HD Graphics (1 Socket) as its We would like to show you a description here but the site won’t allow us. When using multiple detectors they will run in dedicated processes, but pull from a common queue of detection requests from across all cameras. Use of a GPU or AI accelerator is highly recommended. AI accelerators will outperform even the best CPUs with very little overhead. This can be then displayed as a “chip” in my HA dashboard. I’m using a coral via USB. Paired with the Raspberry Pi 5/CM5, it enables efficient video surveillance at the edge. Frigate is an open source NVR built around real-time AI object detection. I had this working at my last house with a Dell server and a coral pcie card. I'm looking for a way to assist my automations through vehicle presence detection. Use case being to trigger a light in the yard for humans and cars but not general motion or animals etc. I can’t use the presence sensors as a parked car will keep the light on. mfah ah4 uif aw7 updl hey9 ykjt ny2 sf0a i2xa ky4 iz1f ypb 9wj nnem gx2 xtx 1eqb hwso z8wy vk5q duly gov psuo 5pf s6t rmy7 ibya ujp jkp