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Feat/deepx npu detector (#24336 )

* feat(deepx): add DEEPX NPU detector and runtime integration.

* feat(deepx): enforce model_format requirement when ppu is enabled and add integrity checks for driver installation

* Update frigate/detectors/plugins/deepx.py

Public method lacks docstring

Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>

* Refactor DEEPX detector tests, support SSD and DAMO-YOLO

* feat(deepx): add anchor-free output decoding and corresponding tests

* Add tests and updates for DEEPX detector and refactor DEEPX accelerator code structure.

* fix: enhance model type validation and update documentation for DEEPX detector

* fix: add support for customizable score and NMS thresholds

* refactor: infer YOLO layout from the model, drop per-detector options and the dxrtd placeholder

* fix: keep only the anchor-free PPU verdict, re-read anchor-based each frame

* Update latency data for DEEPX NPU

* Expanding PPU support for DEEPX and set yolo-generic as default.

* enhance scale count resolution logic

* Extend PPU layout handling and YOLOX support to DEEPX detector

* fix: assume the largest PPU anchor table when the .dxnn has no layout

* Improve PPU decoding and introduce strides handling

* Improve PPU scope and fix box format mismatch

* Fix unnamed node issue that breaks traversal

* fix: update object detection model type description to remove outdated architecture

---------

Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>

2026-09-21 07:50:44 -05:00

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 # Community-supported boards
 /docker/tensorrt/ @madsciencetist @NateMeyer
 /docker/tensorrt/*arm64* @madsciencetist
 /docker/tensorrt/*jetson* @madsciencetist
 /docker/rockchip/ @MarcA711
 /docker/rocm/ @harakas
 /docker/hailo8l/ @spanner3003
 /docker/deepx/ @sixfab