Object detection runs on [[ringtail]]'s RTX 4080 via the ONNX detector with CUDA execution provider (TensorRT). The model is YOLOv9-c at 640x640 (`yolov9-c-640.onnx`, `model_type: yolo-generic`), which benefits from CUDA Graphs in Frigate 0.17. To re-export or change model size, use `mise run frigate-export-model`.
A separate **frigate-notify** pod (`ghcr.io/0x2142/frigate-notify:v0.3.5`) subscribes to Frigate's MQTT events via Mosquitto and pushes alerts to [[ntfy]] on the `frigate-alerts` topic. Alert messages include action buttons linking back to the Frigate review UI.
## Related
- [[ntfy]] - Push notification delivery
- [[sifaka]] - NAS storage for recordings
- [[observability]] - Prometheus metrics at `/api/metrics`
- [[operationalize-reolink-camera]] - Original deployment plan