diff --git a/keda/README.md b/keda/README.md
index f33d9c202..77f2df480 100644
--- a/keda/README.md
+++ b/keda/README.md
@@ -130,6 +130,8 @@ their default values.
 | Parameter | Type | Default | Description |
 |-----------|------|---------|-------------|
 | `certificates.operator` | string | `nil` |  |
+| `deploymentAnnotations.keda` | object | `{}` | Deployment annotations for KEDA operator |
+| `deploymentLabels.keda` | object | `{}` | Deployment labels for KEDA operator |
 | `extraArgs.keda` | object | `{}` | Additional KEDA Operator container arguments |
 | `image.keda.registry` | string | `"ghcr.io"` | Image registry of KEDA operator |
 | `image.keda.repository` | string | `"kedacore/keda"` | Image name of KEDA operator |
@@ -176,6 +178,8 @@ their default values.
 
 | Parameter | Type | Default | Description |
 |-----------|------|---------|-------------|
+| `deploymentAnnotations.metricsAdapter` | object | `{}` | Deployment annotations for KEDA Metrics Adapter |
+| `deploymentLabels.metricsAdapter` | object | `{}` | Deployment labels for KEDA Metrics Adapter |
 | `extraArgs.metricsAdapter` | object | `{}` | Additional Metrics Adapter container arguments |
 | `image.metricsApiServer.registry` | string | `"ghcr.io"` | Image registry of KEDA Metrics API Server |
 | `image.metricsApiServer.repository` | string | `"kedacore/keda-metrics-apiserver"` | Image name of KEDA Metrics API Server |
@@ -313,6 +317,8 @@ their default values.
 
 | Parameter | Type | Default | Description |
 |-----------|------|---------|-------------|
+| `deploymentAnnotations.webhooks` | object | `{}` | Deployment annotations for KEDA Admission webhooks |
+| `deploymentLabels.webhooks` | object | `{}` | Deployment labels for KEDA Admission webhooks |
 | `image.webhooks.registry` | string | `"ghcr.io"` | Image registry of KEDA admission-webhooks |
 | `image.webhooks.repository` | string | `"kedacore/keda-admission-webhooks"` | Image name of KEDA admission-webhooks |
 | `image.webhooks.tag` | string | `""` | Image tag of KEDA admission-webhooks . Optional, given app version of Helm chart is used by default |
diff --git a/keda/templates/manager/deployment.yaml b/keda/templates/manager/deployment.yaml
index 1db0f14c4..c32a8beef 100644
--- a/keda/templates/manager/deployment.yaml
+++ b/keda/templates/manager/deployment.yaml
@@ -3,15 +3,23 @@ kind: Deployment
 metadata:
   name: {{ .Values.operator.name }}
   namespace: {{ .Release.Namespace }}
-  {{- with .Values.additionalAnnotations }}
+  {{- if or .Values.additionalAnnotations .Values.deploymentAnnotations.keda }}
   annotations:
+    {{- with .Values.additionalAnnotations }}
     {{- toYaml . | nindent 4 }}
+    {{- end }}
+    {{- with .Values.deploymentAnnotations.keda }}
+    {{- toYaml . | nindent 4 }}
+    {{- end }}
   {{- end }}
   labels:
     app: {{ .Values.operator.name }}
     name: {{ .Values.operator.name }}
     app.kubernetes.io/name: {{ .Values.operator.name }}
     {{- include "keda.labels" . | indent 4 }}
+    {{- with .Values.deploymentLabels.keda }}
+    {{- toYaml . | nindent 4 }}
+    {{- end }}
 spec:
   revisionHistoryLimit: {{ .Values.operator.revisionHistoryLimit}}
   replicas: {{ .Values.operator.replicaCount}}
diff --git a/keda/templates/metrics-server/deployment.yaml b/keda/templates/metrics-server/deployment.yaml
index 3d19aa2e9..5bb8d46dd 100644
--- a/keda/templates/metrics-server/deployment.yaml
+++ b/keda/templates/metrics-server/deployment.yaml
@@ -4,14 +4,22 @@ kind: Deployment
 metadata:
   name: {{ .Values.operator.name }}-metrics-apiserver
   namespace: {{ .Release.Namespace }}
-  {{- with .Values.additionalAnnotations }}
+  {{- if or .Values.additionalAnnotations .Values.deploymentAnnotations.metricsAdapter }}
   annotations:
+    {{- with .Values.additionalAnnotations }}
     {{- toYaml . | nindent 4 }}
+    {{- end }}
+    {{- with .Values.deploymentAnnotations.metricsAdapter }}
+    {{- toYaml . | nindent 4 }}
+    {{- end }}
   {{- end }}
   labels:
     app: {{ .Values.operator.name }}-metrics-apiserver
     app.kubernetes.io/name: {{ .Values.operator.name }}-metrics-apiserver
     {{- include "keda.labels" . | indent 4 }}
+    {{- with .Values.deploymentLabels.metricsAdapter }}
+    {{- toYaml . | nindent 4 }}
+    {{- end }}
 spec:
   revisionHistoryLimit: {{ .Values.metricsServer.revisionHistoryLimit}}
   replicas: {{ .Values.metricsServer.replicaCount }}
diff --git a/keda/templates/webhooks/deployment.yaml b/keda/templates/webhooks/deployment.yaml
index 5aaed6882..16e9d795e 100644
--- a/keda/templates/webhooks/deployment.yaml
+++ b/keda/templates/webhooks/deployment.yaml
@@ -4,15 +4,23 @@ kind: Deployment
 metadata:
   name: {{ .Values.webhooks.name }}
   namespace: {{ .Release.Namespace }}
-  {{- with .Values.additionalAnnotations }}
+  {{- if or .Values.additionalAnnotations .Values.deploymentAnnotations.webhooks }}
   annotations:
+    {{- with .Values.additionalAnnotations }}
     {{- toYaml . | nindent 4 }}
+    {{- end }}
+    {{- with .Values.deploymentAnnotations.webhooks }}
+    {{- toYaml . | nindent 4 }}
+    {{- end }}
   {{- end }}
   labels:
     app: {{ .Values.webhooks.name }}
     name: {{ .Values.webhooks.name }}
     app.kubernetes.io/name: {{ .Values.webhooks.name }}
     {{- include "keda.labels" . | indent 4 }}
+    {{- with .Values.deploymentLabels.webhooks }}
+    {{- toYaml . | nindent 4 }}
+    {{- end }}
 spec:
   revisionHistoryLimit: {{ .Values.webhooks.revisionHistoryLimit}}
   replicas: {{ .Values.webhooks.replicaCount}}
diff --git a/keda/values.yaml b/keda/values.yaml
index 024c5a42e..022524d24 100644
--- a/keda/values.yaml
+++ b/keda/values.yaml
@@ -319,6 +319,20 @@ podLabels:
   metricsAdapter: {}
   # -- Pod labels for KEDA Admission webhooks
   webhooks: {}
+deploymentAnnotations:
+  # -- Deployment annotations for KEDA operator
+  keda: {}
+  # -- Deployment annotations for KEDA Metrics Adapter
+  metricsAdapter: {}
+  # -- Deployment annotations for KEDA Admission webhooks
+  webhooks: {}
+deploymentLabels:
+  # -- Deployment labels for KEDA operator
+  keda: {}
+  # -- Deployment labels for KEDA Metrics Adapter
+  metricsAdapter: {}
+  # -- Deployment labels for KEDA Admission webhooks
+  webhooks: {}
 
 rbac:
   # -- Specifies whether RBAC should be used