github xnorpx/blue-onyx 0.1.0

latest releases: v0.8.0-90916c5, v0.8.0-f62131e, 0.8.0...
9 months ago

Blue Onyx is an object detection service that processes JPG images, identifies objects, and returns bounding boxes for the detected items. It is fully API-compatible with both Blue Iris and Agent DVR.

Blue Onyx is a streamlined refactor of [Blue Candle](https://github.com/xnorpx/blue-candle), with several key improvements and changes.

Key Differences Between Blue Candle and Blue Onyx:

  • (Still) No Coral Support
  • Intel and AMD GPU Support
  • Custom Model Support: You can use your own trained models.
  • Inference Backend: Switched from Candle to ONNX.
  • Model Update: Replaced YOLOv8 with RT-DETRv2 (RT-DETR).
  • DirectML on Windows: Uses DirectML instead of CUDA for easier builds and broader support.
  • Benchmark Tool: Added a binary to run object detection outside of the service.
  • Windows-Only Support: No Linux builds are available.
  • Simpler Architecture: Improved design for ease of use.
  • CLI Updates: Some command-line interface changes.

Additional Information

More FAQs and detailed documentation will be provided soon.


Blue Onyx Interface

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