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Detail XDNA2 community detector (#24480)
* Update hardware.md Fix stray qualification * docs: add XDNA2 detector configuration * docs: add XDNA2 ZMQ model config
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@@ -29,6 +29,7 @@ Frigate supports multiple different detectors that work on different types of ha
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- [ROCm](#amdrocm-gpu-detector): ROCm can run on AMD Discrete GPUs to provide efficient object detection.
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- [ONNX](#onnx): ROCm will automatically be detected and used as a detector in the `-rocm` Frigate image when a supported ONNX model is configured.
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- <CommunityBadge /> [XDNA2](#amd-xdna2): AMD Ryzen AI / XDNA2 NPUs can run object detection through the community-maintained `frigate-xdna` ZMQ sidecar.
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**Apple Silicon**
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@@ -508,6 +509,28 @@ To verify that the integration is working correctly, start Frigate and observe t
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# Community Supported Detectors
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## AMD XDNA2
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AMD Ryzen AI / XDNA2 NPUs can be used through the community-maintained
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[frigate-xdna](https://github.com/mitchins/frigate-xdna) detector sidecar.
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The sidecar runs separately from Frigate and connects using Frigate's ZMQ
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detector interface.
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Currently qualified on **Ryzen AI Max 300 / Strix Halo**. Other XDNA2 devices
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are not yet qualified; XDNA1 is unsupported.
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Follow the frigate-xdna setup instructions to prepare and start the sidecar
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before starting Frigate.
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### Configuration {#configuration-xdna2}
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Using the detector config below will connect Frigate to the sidecar:
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<ModelConfigDropdown detectorTitle="AMD XDNA2" models={objectDetectorsModels.xdna2.models} />
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The example assumes Frigate and the sidecar share a Docker network where the
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sidecar is named `xdna`.
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## MemryX MX3
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This detector is available for use with the MemryX MX3 accelerator M.2 module. Frigate supports the MX3 on compatible hardware platforms, providing efficient and high-performance object detection.
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