diff --git a/helm-charts/seldon-deploy/Chart.yaml b/helm-charts/seldon-deploy/Chart.yaml
index fdbd98f..1d84ef3 100644
--- a/helm-charts/seldon-deploy/Chart.yaml
+++ b/helm-charts/seldon-deploy/Chart.yaml
@@ -1,5 +1,5 @@
 apiVersion: v2
-appVersion: "2.2.0"
+appVersion: "2.3.0"
 description: A Helm chart for Kubernetes
 name: seldon-deploy
-version: 2.2.0
+version: 2.3.0
diff --git a/helm-charts/seldon-deploy/templates/ui-deployment.yaml b/helm-charts/seldon-deploy/templates/ui-deployment.yaml
deleted file mode 100644
index da754dd..0000000
--- a/helm-charts/seldon-deploy/templates/ui-deployment.yaml
+++ /dev/null
@@ -1,124 +0,0 @@
-# Note: not currently used, may be useful later.
-{{- if .Values.ui -}}
-apiVersion: apps/v1
-kind: Deployment
-metadata:
-  name: {{ include "seldon-deploy.fullname" . }}-ui
-  labels:
-    app: seldon-deploy-ui-server
-    app.kubernetes.io/name: {{ include "seldon-deploy.name" . }}-ui
-    helm.sh/chart: {{ include "seldon-deploy.chart" . }}
-    app.kubernetes.io/instance: {{ .Release.Name }}
-    app.kubernetes.io/managed-by: {{ .Release.Service }}
-spec:
-  replicas: {{ .Values.ui.replicaCount }}
-  selector:
-    matchLabels:
-      app.kubernetes.io/name: {{ include "seldon-deploy.name" . }}-ui
-      app.kubernetes.io/instance: {{ .Release.Name }}
-  template:
-    metadata:
-      annotations:
-        # prometheus.io/scrape: "true"
-        sidecar.istio.io/inject: "false"
-      labels:
-        app.kubernetes.io/name: {{ include "seldon-deploy.name" . }}-ui
-        app.kubernetes.io/instance: {{ .Release.Name }}
-    spec:
-      containers:
-        - name: ui-container
-          image: "{{ .Values.ui.image }}"
-          imagePullPolicy: {{ .Values.ui.pullPolicy }}
-          ports:
-            - name: http
-              containerPort: 8000
-              protocol: TCP
-            # - name: metrics
-            #   containerPort: 8001
-            #   protocol: TCP
-          env:
-            {{- range $key, $value := .Values.env }}
-            - name: {{ $key }}
-              value: {{ $value | quote }}
-            {{- end }}
-            {{- if and .Values.metadata.pg.secret .Values.metadata.pg.enabled }}
-            - name: "SESSION_PG_ENABLED"
-              value: "true"
-            - name: "SESSION_PG_HOST"
-              valueFrom:
-                secretKeyRef:
-                  name: {{ .Values.metadata.pg.secret }}
-                  key: host
-            - name: "SESSION_PG_PORT"
-              valueFrom:
-                secretKeyRef:
-                  name: {{ .Values.metadata.pg.secret }}
-                  key: port
-            - name: "SESSION_PG_USER"
-              valueFrom:
-                secretKeyRef:
-                  name: {{ .Values.metadata.pg.secret }}
-                  key: user
-            - name: "SESSION_PG_PASSWORD"
-              valueFrom:
-                secretKeyRef:
-                  name: {{ .Values.metadata.pg.secret }}
-                  key: password
-            - name: "SESSION_PG_DBNAME"
-              valueFrom:
-                secretKeyRef:
-                  name: {{ .Values.metadata.pg.secret }}
-                  key: dbname
-            - name: "SESSION_PG_SSLMODE"
-              valueFrom:
-                secretKeyRef:
-                  name: {{ .Values.metadata.pg.secret }}
-                  key: sslmode
-            {{- end}}
-          livenessProbe:
-            httpGet:
-              path: /status
-              port: http
-          readinessProbe:
-            httpGet:
-              path: /status
-              port: http
-          resources:
-{{ toYaml .Values.resources | indent 12 }}
-          volumeMounts:
-            - name: custom-theme
-              mountPath: "/app/custom-theme"
-{{- if .Values.featureFlags.configMap }}
-            - name: feature-flags
-              mountPath: /app/feature-flags
-{{- end}}
-      volumes:
-        - name: custom-theme
-          secret:
-            secretName: seldon-deploy-custom-theme
-            optional: true
-{{- if .Values.featureFlags.configMap }}
-        - name: feature-flags
-          configMap:
-            defaultMode: 420
-            name: {{ .Values.featureFlags.configMap }}
-{{- end }}
-      serviceAccount: {{ include "seldon-deploy.serviceAccountName" . }}
-      serviceAccountName: {{ include "seldon-deploy.serviceAccountName" . }}
-      {{- with .Values.nodeSelector }}
-      nodeSelector:
-        {{- toYaml . | nindent 8 }}
-      {{- end }}
-    {{- with .Values.affinity }}
-      affinity:
-        {{- toYaml . | nindent 8 }}
-    {{- end }}
-    {{- with .Values.tolerations }}
-      tolerations:
-        {{- toYaml . | nindent 8 }}
-    {{- end }}
-{{- if .Values.ui.imagePullSecrets }}
-      imagePullSecrets:
-        {{- toYaml .Values.ui.imagePullSecrets | nindent 8 }}
-{{- end }}
-{{- end }}
\ No newline at end of file
diff --git a/helm-charts/seldon-deploy/templates/ui-service.yaml b/helm-charts/seldon-deploy/templates/ui-service.yaml
deleted file mode 100644
index 5dd1d55..0000000
--- a/helm-charts/seldon-deploy/templates/ui-service.yaml
+++ /dev/null
@@ -1,29 +0,0 @@
-# Note: not currently used, may be useful later.
-{{- if .Values.ui -}}
-apiVersion: v1
-kind: Service
-metadata:
-  name: {{ include "seldon-deploy.fullname" . }}-ui
-  labels:
-    app.kubernetes.io/name: {{ include "seldon-deploy.name" . }}
-    helm.sh/chart: {{ include "seldon-deploy.chart" . }}
-    app.kubernetes.io/instance: {{ .Release.Name }}
-    app.kubernetes.io/managed-by: {{ .Release.Service }}
-spec:
-  {{- if .Values.service.loadBalancerSourceRanges }}
-  loadBalancerSourceRanges:
-  {{ toYaml .Values.service.loadBalancerSourceRanges | indent 4 }}
-  {{- end }}
-  type: {{ .Values.service.type }}
-  ports:
-    - port: {{ .Values.service.port }}
-      {{- with .Values.service.nodePort }}
-      nodePort: {{ toYaml . }}
-      {{- end }}
-      targetPort: http
-      protocol: TCP
-      name: http
-  selector:
-    app.kubernetes.io/name: {{ include "seldon-deploy.name" . }}-ui
-    app.kubernetes.io/instance: {{ .Release.Name }}
-{{- end -}}
\ No newline at end of file
diff --git a/helm-charts/seldon-deploy/values.yaml b/helm-charts/seldon-deploy/values.yaml
index c9ddde3..64d2947 100644
--- a/helm-charts/seldon-deploy/values.yaml
+++ b/helm-charts/seldon-deploy/values.yaml
@@ -19,7 +19,7 @@ loadtest:
   image: seldonio/hey-loadtester:0.2
 
 alibidetect:
-  image: seldonio/alibi-detect-server:1.18.1
+  image: seldonio/alibi-detect-server:1.18.2
 
 nameOverride: ""
 fullnameOverride: ""
@@ -122,11 +122,11 @@ clientGo:
 
 batchjobs:
   processor:
-    image: seldonio/seldon-core-s2i-python38:1.18.1
+    image: seldonio/seldon-core-s2i-python38:1.18.2
   processorV2:
-    image: seldonio/mlserver:1.4.0-slim
+    image: seldonio/mlserver:1.6.0-slim
   storageInitializer:
-    image: seldonio/rclone-storage-initializer:1.18.1
+    image: seldonio/rclone-storage-initializer:1.18.2
   pvc:
     defaultSize: 1Gi
   resources: