Erich Blume
d51c180fe6
## Summary - Replace abandoned YOLO-NAS-S (320x320, `yolonas`) with YOLOv9-c (640x640, `yolo-generic`) - YOLOv9-c benefits from CUDA Graphs in Frigate 0.17 on the RTX 4080 - Add `export_yolov9` Dagger pipeline and `frigate-export-model` mise task for reproducible model exports - Model already deployed to `sifaka:/volume1/frigate/models/yolov9-c-640.onnx` ## Config changes - `model_type: yolonas` → `yolo-generic` - `input_dtype: int` → `float` - `width/height: 320` → `640` - `path:` → `yolov9-c-640.onnx` ## Deployment and Testing - [ ] Merge and sync Frigate ArgoCD app: `argocd app sync frigate` - [ ] Verify Frigate starts and detects objects at https://nvr.ops.eblu.me - [ ] Confirm GPU inference via Frigate system metrics Reviewed-on: https://forge.ops.eblu.me/eblume/blumeops/pulls/246
90 lines
2.4 KiB
YAML
90 lines
2.4 KiB
YAML
apiVersion: v1
|
|
kind: ConfigMap
|
|
metadata:
|
|
name: frigate-config
|
|
namespace: frigate
|
|
data:
|
|
config.yml: |
|
|
mqtt:
|
|
host: mosquitto.mqtt.svc.cluster.local
|
|
port: 1883
|
|
|
|
go2rtc:
|
|
streams:
|
|
# GableCam IP is reserved in UX7 DHCP config
|
|
gablecam:
|
|
- "rtsp://{FRIGATE_CAMERA_USER}:{FRIGATE_CAMERA_PASSWORD}@192.168.1.159:554/h264Preview_01_main"
|
|
gablecam_sub:
|
|
- "rtsp://{FRIGATE_CAMERA_USER}:{FRIGATE_CAMERA_PASSWORD}@192.168.1.159:554/h264Preview_01_sub"
|
|
|
|
cameras:
|
|
gablecam:
|
|
enabled: true
|
|
ffmpeg:
|
|
inputs:
|
|
- path: rtsp://127.0.0.1:8554/gablecam
|
|
input_args: preset-rtsp-restream
|
|
roles: [record]
|
|
- path: rtsp://127.0.0.1:8554/gablecam_sub
|
|
input_args: preset-rtsp-restream
|
|
roles: [detect]
|
|
detect:
|
|
enabled: true
|
|
stationary:
|
|
max_frames:
|
|
default: 1500
|
|
motion:
|
|
mask:
|
|
- 0.401,0.026,0.4,0.078,0.587,0.072,0.585,0.02
|
|
- 0.881,0.422,0.789,0.245,0.595,0.054,0.531,0,0.634,0,0.824,0.192,0.892,0.307
|
|
zones:
|
|
driveway_entrance:
|
|
coordinates: 0.841,0.37,0.735,0.344,0.681,0.2,0.78,0.259
|
|
objects: [car, dog, person]
|
|
inertia: 3
|
|
loitering_time: 0
|
|
driveway:
|
|
coordinates: 0.767,0.25,0.58,0.2,0.218,0.25,0.128,0.296,0.003,0.565,0.001,0.992,0.826,0.992,0.897,0.665,0.869,0.608,0.788,0.354
|
|
review:
|
|
alerts:
|
|
labels: [person, car]
|
|
required_zones:
|
|
- driveway_entrance
|
|
- driveway
|
|
detections:
|
|
required_zones:
|
|
- driveway
|
|
- driveway_entrance
|
|
objects:
|
|
track: [person, car, dog, cat, bird]
|
|
|
|
detectors:
|
|
onnx:
|
|
type: onnx
|
|
|
|
model:
|
|
model_type: yolo-generic
|
|
width: 640
|
|
height: 640
|
|
input_tensor: nchw
|
|
input_dtype: float
|
|
path: /media/frigate/models/yolov9-c-640.onnx
|
|
labelmap_path: /labelmap/coco-80.txt
|
|
|
|
record:
|
|
enabled: true
|
|
continuous:
|
|
days: 3
|
|
alerts:
|
|
retain:
|
|
days: 30
|
|
mode: active_objects
|
|
detections:
|
|
retain:
|
|
days: 14
|
|
mode: motion
|
|
|
|
snapshots:
|
|
enabled: true
|
|
retain:
|
|
default: 14
|