diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
index 14f904d52..4fe56d7d5 100644
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -3,4 +3,5 @@
 
 # Version change should be approved by a member of 'presidio-administrators' team
 VERSION @microsoft/presidio-administrators
+VERSION-IMAGE-REDACTOR @microsoft/presidio-administrators
 
diff --git a/.pipelines/templates/build-and-push-containers.yml b/.pipelines/templates/build-and-push-containers.yml
index 04aaf7352..96ed72221 100644
--- a/.pipelines/templates/build-and-push-containers.yml
+++ b/.pipelines/templates/build-and-push-containers.yml
@@ -10,12 +10,15 @@ parameters:
 - name: IMAGE_PREFIX
   type: string
   default: ''
+- name: DOCKER_COMPOSE_FILE
+  type: string
+  default: 'docker-compose.yml'
 steps:
   - task: DockerCompose@0
     displayName: Build Presidio Images
     inputs:
         action: Build services
-        dockerComposeFile: docker-compose.yml
+        dockerComposeFile: ${{ parameters.DOCKER_COMPOSE_FILE }}
         dockerComposeFileArgs: |
           REGISTRY_NAME=${{ parameters.REGISTRY_NAME }}
           IMAGE_PREFIX=${{ parameters.IMAGE_PREFIX }}
@@ -24,7 +27,7 @@ steps:
     displayName: Push Presidio Images to ACR
     inputs:
         action: Push services
-        dockerComposeFile: docker-compose.yml  
+        dockerComposeFile: ${{ parameters.DOCKER_COMPOSE_FILE }}  
         containerregistrytype: Azure Container Registry
         azureSubscriptionEndpoint: ${{ parameters.AZURE_SUBSCRIPTION }}
         azureContainerRegistry: ${{ parameters.REGISTRY_NAME }}
diff --git a/.pipelines/templates/release.yml b/.pipelines/templates/release.yml
index a1db9cf4e..a933d1347 100644
--- a/.pipelines/templates/release.yml
+++ b/.pipelines/templates/release.yml
@@ -20,6 +20,17 @@ stages:
           displayName: Set Version
           name: setVer
 
+    - job: imageVersion
+      displayName: 'Get image-redactor version number'
+      steps:
+        - bash: |
+            set -eux  # exit on error
+            imageVer=$(cat VERSION-IMAGE-REDACTOR)
+            echo $imageVer
+            echo "##vso[task.setvariable variable=imageVersion;isOutput=true]$imageVer"
+          displayName: Set Image Version
+          name: setImageVer
+
     - job: githubRelease
       displayName: GitHub Release
       dependsOn: version
@@ -41,6 +52,8 @@ stages:
             WORKING_FOLDER: 'presidio-analyzer'
           Anonymizer:
             WORKING_FOLDER: 'presidio-anonymizer'
+          Image-Redactor:
+            WORKING_FOLDER: 'presidio-image-redactor'
       steps:
         - template: ./publish-to-pypi.yml
           parameters:
@@ -62,12 +75,40 @@ stages:
             IMAGE_PREFIX: $(IMAGE_PREFIX)
             TAG: ":$(version)"
             AZURE_SUBSCRIPTION: $(ACR_AZURE_SUBSCRIPTION)
+            DOCKER_COMPOSE_FILE: '../docker-compose-text.yml'
         - template: ./build-and-push-containers.yml
           parameters:
             REGISTRY_NAME: $(REGISTRY_NAME)
             IMAGE_PREFIX: $(IMAGE_PREFIX)
             TAG: ":latest"
             AZURE_SUBSCRIPTION: $(ACR_AZURE_SUBSCRIPTION)
+            DOCKER_COMPOSE_FILE: '../docker-compose-text.yml'
+
+    - job: BuildAndPushImageRedactorContainer
+      displayName: Build and Push Image Redactor Container
+      dependsOn: imageVersion
+      pool:
+          vmImage: 'ubuntu-16.04'
+      variables:
+          version: $[ dependencies.Version.outputs['setImageVer.imageVersion'] ]
+          REGISTRY_NAME: '$(ACR_REGISTRY_NAME).azurecr.io/'
+          IMAGE_PREFIX: 'public/'
+      steps:
+          - template: ./build-and-push-containers.yml
+            parameters:
+                REGISTRY_NAME: $(REGISTRY_NAME)
+                IMAGE_PREFIX: $(IMAGE_PREFIX)
+                TAG: ':$(version)'
+                AZURE_SUBSCRIPTION: $(ACR_AZURE_SUBSCRIPTION)
+                DOCKER_COMPOSE_FILE: '../docker-compose-image.yml'
+          - template: ./build-and-push-containers.yml
+            parameters:
+                REGISTRY_NAME: $(REGISTRY_NAME)
+                IMAGE_PREFIX: $(IMAGE_PREFIX)
+                TAG: ':latest'
+                AZURE_SUBSCRIPTION: $(ACR_AZURE_SUBSCRIPTION)  
+                DOCKER_COMPOSE_FILE: '../docker-compose-image.yml'
+
   - stage: DeployProd
     dependsOn: Release
     variables:
diff --git a/VERSION-IMAGE-REDACTOR b/VERSION-IMAGE-REDACTOR
new file mode 100644
index 000000000..8a9ecc2ea
--- /dev/null
+++ b/VERSION-IMAGE-REDACTOR
@@ -0,0 +1 @@
+0.0.1
\ No newline at end of file
diff --git a/docker-compose-image.yml b/docker-compose-image.yml
new file mode 100644
index 000000000..4fbc6ece2
--- /dev/null
+++ b/docker-compose-image.yml
@@ -0,0 +1,12 @@
+version: '3'
+services:
+  presidio-image-redactor:
+    image: ${REGISTRY_NAME}${IMAGE_PREFIX}presidio-image-redactor${TAG}
+    build:
+      context: ./presidio-image-redactor
+      args:
+        - NAME=presidio-image-redactor
+    environment:
+      - PORT=5001
+    ports:
+      - "5003:5001"
diff --git a/docker-compose-text.yml b/docker-compose-text.yml
new file mode 100644
index 000000000..c5109d838
--- /dev/null
+++ b/docker-compose-text.yml
@@ -0,0 +1,22 @@
+version: '3'
+services:
+  presidio-anonymizer:
+    image: ${REGISTRY_NAME}${IMAGE_PREFIX}presidio-anonymizer${TAG}
+    build:
+      context: ./presidio-anonymizer
+      args:
+        - NAME=presidio-anonymizer
+    environment:
+      - PORT=5001
+    ports:
+      - "5001:5001"
+  presidio-analyzer:
+    image: ${REGISTRY_NAME}${IMAGE_PREFIX}presidio-analyzer${TAG}
+    build:
+      context: ./presidio-analyzer
+      args:
+        - NAME=presidio-analyzer
+    environment:
+      - PORT=5001
+    ports:
+      - "5002:5001"
diff --git a/presidio-image-redactor/setup.py b/presidio-image-redactor/setup.py
index 17679f0ec..3aaa0b6fa 100644
--- a/presidio-image-redactor/setup.py
+++ b/presidio-image-redactor/setup.py
@@ -15,7 +15,7 @@
 with open(path.join(this_directory, "README.MD"), encoding="utf-8") as f:
     long_description = f.read()
 
-with open(os.path.join(parent_directory, "VERSION")) as version_file:
+with open(os.path.join(parent_directory, "VERSION-IMAGE-REDACTOR")) as version_file:
     __version__ = version_file.read().strip()
 
 setup(