diff --git a/deploy/G5k/K3S/config/deployement.yaml b/deploy/G5k/K3S/config/deployement.yaml
index 47a62b4d71cb949d1512bd1418f6700e81050d32..51bb29e615e2480f2e0d7f3e8f6b20ae156bc1bf 100644
--- a/deploy/G5k/K3S/config/deployement.yaml
+++ b/deploy/G5k/K3S/config/deployement.yaml
@@ -9,9 +9,15 @@ spec:
     - protocol: TCP
       port: 9999
       targetPort: 9999
+      name: grpc
+    - protocol: TCP
+      port: 5000
+      targetPort: 5000
+      nodePort: 30000
+      name: http
   selector:
     app: object-recognizer
-  type: ClusterIP
+  type: NodePort
 ---
 apiVersion: apps/v1
 kind: Deployment
@@ -29,15 +35,16 @@ spec:
         app: object-recognizer
     spec:
       nodeSelector:
-        pos: cloud  # Node selector for cloud nodes
+        pos: cloud
       containers:
         - name: object-recognizer
           image: medkaddour/object_recognizer:latest
           imagePullPolicy: Always
           ports:
             - containerPort: 9999
+              name: grpc
       imagePullSecrets:
-        - name: dockerhub-secret  # Reference to the Docker registry secret
+        - name: dockerhub-secret
 ---
 apiVersion: apps/v1
 kind: Deployment
diff --git a/deploy/G5k/K3S/script.ipynb b/deploy/G5k/K3S/script.ipynb
index c034fabdcd035ade857e78975b91a4b18703021c..2ae9f6ce9757cdda99b1ec7000555d3f8419f407 100644
--- a/deploy/G5k/K3S/script.ipynb
+++ b/deploy/G5k/K3S/script.ipynb
@@ -420,6 +420,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "\n",
+    "urlfb = f\"http://{get_host('object-recognizer')}:30000/image\"\n",
+    "print(f\"object-recognizer web page host: {urlfb}\")\n",
     "\n",
     "url = f\"http://{get_host('prometheus')}:30090\"\n",
     "print(f\"prometheus web page host: {url}\")\n",