frigate: use coral for detect, nvidia gpu for transcode and longhorn for config storage

frigate/application.yml

@@ -22,22 +22,9 @@ data:
       stats_interval: 60
     
     detectors:
-      # coral:
+      coral:
-      #   type: edgetpu
+         type: edgetpu
-      #   device: usb
+         device: usb
-      #cpu1:
-        #type: cpu
-      ov:
-        type: openvino
-        device: CPU
-    
-    model:
-      width: 300
-      height: 300
-      input_tensor: nhwc
-      input_pixel_format: bgr
-      path: /openvino-model/ssdlite_mobilenet_v2.xml
-      labelmap_path: /openvino-model/coco_91cl_bkgr.txt      
     
     record:
       enabled: True
@@ -99,7 +86,7 @@ spec:
   resources:
     requests:
       storage: "100Mi"
-  storageClassName: "frigate-config"
+  storageClassName: "longhorn"
 ---
 # Source: frigate/templates/service.yaml
 apiVersion: v1
@@ -165,14 +152,23 @@ spec:
         app.kubernetes.io/name: frigate
         app.kubernetes.io/instance: frigate
       annotations:
-        checksum/configmap: 9de9e29d499af45a0e7392032d64d26d8e13e12211971a307f201c97ac91f173
+        checksum/configmap: e87f827cda067d3ff35d52fb3cef3286e9670da77c9b83a5518b35f14f6aaa19
     spec:
+      nodeSelector:
+        dedicated: nvr
+      tolerations: 
+        - key: dedicated
+          operator: Equal
+          value: nvr
+          effect: NoSchedule 
       containers:
         - name: frigate
           image: "ghcr.io/blakeblackshear/frigate:0.14.0"
           imagePullPolicy: IfNotPresent
           securityContext:
-            {}
+            privileged: true
+            capabilities:
+              add: ["SYS_RAWIO"]
           ports:
             - name: http
               containerPort: 5000
@@ -209,6 +205,8 @@ spec:
             - secretRef:
                 name: frigate-mqtt-credentials
           volumeMounts:
+            - mountPath: /dev/bus/usb
+              name: coral-dev
             - mountPath: /config/config.yml
               subPath: config.yml
               name: configmap
@@ -228,6 +226,12 @@ spec:
         - name: configmap
           configMap:
             name: frigate
+        - name: coral-dev
+          hostPath:
+            path: /dev/bus/usb
+        - name: coral-dev
+          hostPath:
+            path: /dev/bus/usb
         - name: config
           persistentVolumeClaim:
             claimName: frigate-config

frigate/transcode.yml

@@ -27,15 +27,15 @@ spec:
                   - key: app.kubernetes.io/name
                     operator: In
                     values:
-                      - frigate
+                      - go2rtc
               topologyKey: "kubernetes.io/hostname"    
-      # nodeSelector:
+      nodeSelector:
-      #   dedicated: nvr
+        dedicated: nvr
-      # tolerations: 
+      tolerations: 
-      #   - key: dedicated
+        - key: dedicated
-      #     operator: Equal
+          operator: Equal
-      #     value: nvr
+          value: nvr
-      #     effect: NoSchedule    
+          effect: NoSchedule    
       containers:
         - name: go2rtc
           image: alexxit/go2rtc
@@ -51,7 +51,8 @@ spec:
               subPath: config.yml
               name: config
           resources:
-            {}
+            limits:
+              nvidia.com/gpu: 1
       volumes:
         - name: config
           secret:

frigate/values.yaml

@@ -28,7 +28,7 @@ envFromSecrets:
 
 coral:
   # -- enables the use of a Coral device
-  enabled: false
+  enabled: true
   # -- path on the host to which to mount the Coral device
   hostPath: /dev/bus/usb
 
@@ -60,14 +60,14 @@ config: |
     stats_interval: 60
 
   detectors:
-    # coral:
+    coral:
-    #   type: edgetpu
+       type: edgetpu
-    #   device: usb
+       device: usb
     #cpu1:
       #type: cpu
-    ov:
+    #ov:
-      type: openvino
+     # type: openvino
-      device: CPU
+     # device: CPU
 
   model:
     width: 300
@@ -167,7 +167,7 @@ ingress:
 persistence:
   config:
     enabled: true
-    storageClass: "frigate-config"
+    storageClass: "longhorn"
     accessMode: ReadWriteOnce
     size: 100Mi
     skipuninstall: false