diff --git a/bitnami/tensorflow-resnet/Chart.yaml b/bitnami/tensorflow-resnet/Chart.yaml
index ecebfed69..f05552313 100755
--- a/bitnami/tensorflow-resnet/Chart.yaml
+++ b/bitnami/tensorflow-resnet/Chart.yaml
@@ -1,6 +1,6 @@
 apiVersion: v1
 name: tensorflow-resnet
-version: 0.0.5
+version: 0.1.0
 appVersion: 1.12.0
 description: Open-source software library serving the ResNet machine learning model.
 keywords:
diff --git a/bitnami/tensorflow-resnet/README.md b/bitnami/tensorflow-resnet/README.md
index 96d6bdb2a..295bd1286 100755
--- a/bitnami/tensorflow-resnet/README.md
+++ b/bitnami/tensorflow-resnet/README.md
@@ -63,6 +63,7 @@ The following tables lists the configurable parameters of the TensorFlow ResNet
 | Parameter                                     | Description                                          | Default                                                      |
 | ------------------------------------------    | -----------------------------------------------------| -------------------------------------------------------------|
 | `global.imageRegistry`                        | Global Docker image registry                         | `nil`                                                        |
+| `global.imagePullSecrets`                     | Global Docker registry secret names as an array      | `[]` (does not add image pull secrets to deployed pods)      |
 | `server.image.registry`                       | TensorFlow Serving image registry                    | `docker.io`                                                  |
 | `server.image.repository`                     | TensorFlow Serving Image name                        | `bitnami/tensorflow-serving`                                 |
 | `server.image.tag`                            | TensorFlow Serving Image tag                         | `{VERSION}`                                                  |
diff --git a/bitnami/tensorflow-resnet/templates/_helpers.tpl b/bitnami/tensorflow-resnet/templates/_helpers.tpl
index 968716e07..a38053b0c 100644
--- a/bitnami/tensorflow-resnet/templates/_helpers.tpl
+++ b/bitnami/tensorflow-resnet/templates/_helpers.tpl
@@ -70,3 +70,44 @@ Return the proper image name (for the metrics image)
 {{- $tag := .Values.metrics.image.tag | toString -}}
 {{- printf "%s/%s:%s" $registryName $repositoryName $tag -}}
 {{- end -}}
+
+{{/*
+Return the proper Docker Image Registry Secret Names
+*/}}
+{{- define "tensorflow-resnet.imagePullSecrets" -}}
+{{/*
+Helm 2.11 supports the assignment of a value to a variable defined in a different scope,
+but Helm 2.9 and 2.10 does not support it, so we need to implement this if-else logic.
+Also, we can not use a single if because lazy evaluation is not an option
+*/}}
+{{- if .Values.global }}
+{{- if .Values.global.imagePullSecrets }}
+imagePullSecrets:
+{{- range .Values.global.imagePullSecrets }}
+  - name: {{ . }}
+{{- end }}
+{{- else if or .Values.server.image.pullSecrets .Values.client.image.pullSecrets .Values.metrics.image.pullSecrets }}
+imagePullSecrets:
+{{- range .Values.server.image.pullSecrets }}
+  - name: {{ . }}
+{{- end }}
+{{- range .Values.client.image.pullSecrets }}
+  - name: {{ . }}
+{{- end }}
+{{- range .Values.metrics.image.pullSecrets }}
+  - name: {{ . }}
+{{- end }}
+{{- end -}}
+{{- else if or .Values.server.image.pullSecrets .Values.client.image.pullSecrets .Values.metrics.image.pullSecrets }}
+imagePullSecrets:
+{{- range .Values.server.image.pullSecrets }}
+  - name: {{ . }}
+{{- end }}
+{{- range .Values.client.image.pullSecrets }}
+  - name: {{ . }}
+{{- end }}
+{{- range .Values.metrics.image.pullSecrets }}
+  - name: {{ . }}
+{{- end }}
+{{- end -}}
+{{- end -}}
diff --git a/bitnami/tensorflow-resnet/templates/deployment.yaml b/bitnami/tensorflow-resnet/templates/deployment.yaml
index 2c6cf69ee..5c31fb9a0 100644
--- a/bitnami/tensorflow-resnet/templates/deployment.yaml
+++ b/bitnami/tensorflow-resnet/templates/deployment.yaml
@@ -29,12 +29,7 @@ spec:
   {{- end }}
 {{- end }}
     spec:
-      {{- if .Values.server.image.pullSecrets }}
-      imagePullSecrets:
-      {{- range .Values.server.image.pullSecrets }}
-        - name: {{ . }}
-      {{- end}}
-      {{- end }}
+{{- include "tensorflow-resnet.imagePullSecrets" . | indent 6 }}
       initContainers:
       - name: seed
         image: "{{ template "tensorflow-resnet.client.image" . }}"
diff --git a/bitnami/tensorflow-resnet/values.yaml b/bitnami/tensorflow-resnet/values.yaml
index 62c995d5d..248b57749 100755
--- a/bitnami/tensorflow-resnet/values.yaml
+++ b/bitnami/tensorflow-resnet/values.yaml
@@ -1,8 +1,11 @@
-## Global Docker image registry
-## Please, note that this will override the image registry for all the images, including dependencies, configured to use the global value
+## Global Docker image parameters
+## Please, note that this will override the image parameters, including dependencies, configured to use the global value
+## Current available global Docker image parameters: imageRegistry and imagePullSecrets
 ##
 # global:
-#   imageRegistry:
+#   imageRegistry: myRegistryName
+#   imagePullSecrets:
+#     - myRegistryKeySecretName
 
 replicaCount: 1
 
@@ -24,7 +27,7 @@ server:
     ## ref: https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/
     ##
     # pullSecrets:
-    #   - myRegistrKeySecretName
+    #   - myRegistryKeySecretName
   port: 8500
 
 ## TensorFlow ResNet image version
@@ -45,7 +48,7 @@ client:
     ## ref: https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/
     ##
     # pullSecrets:
-    #   - myRegistrKeySecretName
+    #   - myRegistryKeySecretName
 
 ## Specify a imagePullPolicy
 ## Defaults to 'Always' if image tag is 'latest', else set to 'IfNotPresent'
@@ -95,7 +98,7 @@ metrics:
     ## ref: https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/
     ##
     # pullSecrets:
-    #   - myRegistrKeySecretName
+    #   - myRegistryKeySecretName
   port: 9118
   ## Configure extra options for liveness and readiness probes
   ## ref: https://kubernetes.io/docs/tasks/configure-pod-container/configure-liveness-readiness-probes/#configure-probes)