Update coral docs / links (#20674)

* Revise GPU and AI accelerator recommendations

Updated hardware recommendations for AI acceleration.

* Revise PCIe Coral driver installation instructions

Updated instructions for PCIe Coral driver installation.

* Revise Coral driver installation instructions

Updated driver installation instructions for PCIe and M.2 versions of Google Coral.

* Change PCIe Coral driver link in getting_started.md

Updated the link for PCIe Coral driver instructions.

* Change PCIe Coral driver link in installation guide

Updated the link for PCIe Coral driver instructions.

* Update Coral TPU recommendation in hardware documentation

Added a warning about the Coral TPU's recommendation status for new Frigate installations and suggested alternatives.
This commit is contained in:
Nicolas Mowen
2025-10-26 06:56:01 -05:00
committed by GitHub
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A complete and local NVR designed for [Home Assistant](https://www.home-assistant.io) with AI object detection. Uses OpenCV and Tensorflow to perform realtime object detection locally for IP cameras.
Use of a GPU or AI accelerator such as a [Google Coral](https://coral.ai/products/) or [Hailo](https://hailo.ai/) is highly recommended. AI accelerators will outperform even the best CPUs with very little overhead.
Use of a GPU, Integrated GPU, or AI accelerator such as a [Hailo](https://hailo.ai/) is highly recommended. Dedicated hardware will outperform even the best CPUs with very little overhead.
- Tight integration with Home Assistant via a [custom component](https://github.com/blakeblackshear/frigate-hass-integration)
- Designed to minimize resource use and maximize performance by only looking for objects when and where it is necessary