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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.
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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.
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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.
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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.
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- Tight integration with Home Assistant via a [custom component](https://github.com/blakeblackshear/frigate-hass-integration)
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- Designed to minimize resource use and maximize performance by only looking for objects when and where it is necessary
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