diff --git a/kubernetes/aks/apps/nachet/base/nachet-backend-deployment.yml b/kubernetes/aks/apps/nachet/base/nachet-backend-deployment.yml
index 3b967c2d..7f73677d 100644
--- a/kubernetes/aks/apps/nachet/base/nachet-backend-deployment.yml
+++ b/kubernetes/aks/apps/nachet/base/nachet-backend-deployment.yml
@@ -44,7 +44,7 @@ spec:
                       - agent
       containers:
         - name: nachet-backend
-          image: ghcr.io/ai-cfia/nachet-backend:main
+          image: ghcr.io/ai-cfia/nachet-backend:129-Autologin-uuid
           imagePullPolicy: Always
           command: ["/bin/sh", "-c"]
           args: ['hypercorn -b :8080 app:app']
diff --git a/kubernetes/aks/apps/nachet/base/nachet-frontend-deployment.yml b/kubernetes/aks/apps/nachet/base/nachet-frontend-deployment.yml
index 280dbd4c..de86491f 100644
--- a/kubernetes/aks/apps/nachet/base/nachet-frontend-deployment.yml
+++ b/kubernetes/aks/apps/nachet/base/nachet-frontend-deployment.yml
@@ -44,7 +44,7 @@ spec:
                       - agent
       containers:
         - name: nachet-frontend
-          image: ghcr.io/ai-cfia/nachet-frontend:191-User-Autologin
+          image: ghcr.io/ai-cfia/nachet-frontend:193-autologin-uuid-b
           imagePullPolicy: Always
           command: ["/bin/sh", "-c"]
           args: [serve -s build]
diff --git a/kubernetes/aks/apps/nachet/base/nachet-ingress.yaml b/kubernetes/aks/apps/nachet/base/nachet-ingress.yaml
index 696aff85..3374afbf 100644
--- a/kubernetes/aks/apps/nachet/base/nachet-ingress.yaml
+++ b/kubernetes/aks/apps/nachet/base/nachet-ingress.yaml
@@ -20,7 +20,7 @@ metadata:
       auth_request_set $auth_resp_err $upstream_http_x_vouch_err;
       auth_request_set $auth_resp_failcount $upstream_http_x_vouch_failcount;
     nginx.ingress.kubernetes.io/custom-http-errors: "403"
-    nginx.ingress.kubernetes.io/default-backend: "default-nginx-backend" # Overrides the global default backend
+    nginx.ingress.kubernetes.io/default-backend: "default-nginx-backend"  # Overrides the global default backend
 spec:
   ingressClassName: nginx
   tls:
diff --git a/kubernetes/aks/apps/nachet/base/nachet-rcnn-model-deployment.yaml b/kubernetes/aks/apps/nachet/base/nachet-rcnn-model-deployment.yaml
new file mode 100644
index 00000000..22ba0d5f
--- /dev/null
+++ b/kubernetes/aks/apps/nachet/base/nachet-rcnn-model-deployment.yaml
@@ -0,0 +1,100 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: nachet-rcnn-detector
+  namespace: nachet
+spec:
+  replicas: 1
+  revisionHistoryLimit: 3
+  selector:
+    matchLabels:
+      app: nachet-rcnn-detector
+  strategy:
+    type: RollingUpdate
+    rollingUpdate:
+      maxSurge: 1
+      maxUnavailable: 1
+  template:
+    metadata:
+      labels:
+        app: nachet-rcnn-detector
+    spec:
+      securityContext:
+        runAsNonRoot: true
+        runAsUser: 1000
+        runAsGroup: 3000
+        fsGroup: 2000
+      affinity:
+        podAntiAffinity:
+          requiredDuringSchedulingIgnoredDuringExecution:
+            - labelSelector:
+                matchExpressions:
+                  - key: app
+                    operator: In
+                    values:
+                      - nachet-rcnn-detector
+              topologyKey: "kubernetes.io/hostname"
+        nodeAffinity:
+          requiredDuringSchedulingIgnoredDuringExecution:
+            nodeSelectorTerms:
+              - matchExpressions:
+                  - key: kubernetes.io/role
+                    operator: In
+                    values:
+                      - agent
+      containers:
+        - name: nachet-rcnn-detector
+          image: ghcr.io/ai-cfia/nachet-model:29-azureml-seed-detector
+          imagePullPolicy: Always
+          command: ["/bin/sh", "-c"]
+          args: ['azmlinfsrv --entry_script /app/scoring_file_v_1_0_0.py']
+          envFrom:
+            - secretRef:
+                name: nachet-rcnn-detector-secrets
+          ports:
+            - containerPort: 12389
+          livenessProbe:
+            httpGet:
+              path: /score
+              port: 12380
+            initialDelaySeconds: 60
+            periodSeconds: 10
+          resources:
+            requests:
+              cpu: "250m"
+              memory: "1Gi"
+            limits:
+              cpu: "500m"
+              memory: "2Gi"
+          securityContext:
+            readOnlyRootFilesystem: true
+            allowPrivilegeEscalation: false
+            capabilities:
+              drop:
+                - ALL
+
+---
+apiVersion: policy/v1
+kind: PodDisruptionBudget
+metadata:
+  name: nachet-rcnn-detector-pdb
+  namespace: nachet
+spec:
+  minAvailable: 1
+  selector:
+    matchLabels:
+      app: nachet-rcnn-detector
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: nachet-rcnn-detector-svc
+  namespace: nachet
+spec:
+  clusterIP: None
+  selector:
+    app: nachet-rcnn-detector
+  ports:
+    - protocol: TCP
+      port: 8080
diff --git a/kubernetes/aks/apps/nachet/base/nachet-secrets.yaml b/kubernetes/aks/apps/nachet/base/nachet-secrets.yaml
index 78cb4d5d..98941200 100644
--- a/kubernetes/aks/apps/nachet/base/nachet-secrets.yaml
+++ b/kubernetes/aks/apps/nachet/base/nachet-secrets.yaml
@@ -4,7 +4,7 @@ metadata:
   name: nachet-backend-secrets
   annotations:
     avp.kubernetes.io/path: "kv/data/nachet"
-    avp.kubernetes.io/secret-version: "9"
+    avp.kubernetes.io/secret-version: "12"
 stringData:
   NACHET_AZURE_STORAGE_CONNECTION_STRING: <NACHET_AZURE_STORAGE_CONNECTION_STRING>
   NACHET_DATA: <NACHET_DATA>
@@ -19,6 +19,9 @@ stringData:
   NACHET_STORAGE_URL: <NACHET_STORAGE_URL>
   NACHET_VALID_DIMENSION: <NACHET_VALID_DIMENSION>
   NACHET_VALID_EXTENSION: <NACHET_VALID_EXTENSION>
+  NACHET_ENV: <NACHET_ENV>
+  NACHET_FRONTEND_PUBLIC_URL: <NACHET_FRONTEND_PUBLIC_URL>
+  NACHET_FRONTEND_DEV_URL: <NACHET_FRONTEND_DEV_URL>
 ---
 kind: Secret
 apiVersion: v1