diff --git a/recipes/TensorFlow-CPU/config/config.yaml b/recipes/TensorFlow-CPU/config/config.yaml
index 9dc83755..a06cf1e3 100644
--- a/recipes/TensorFlow-CPU/config/config.yaml
+++ b/recipes/TensorFlow-CPU/config/config.yaml
@@ -2,4 +2,4 @@ batch_shipyard:
   storage_account_settings: mystorageaccount
 global_resources:
   docker_images:
-  - tensorflow/tensorflow
+  - tensorflow/tensorflow:1.15.2
diff --git a/recipes/TensorFlow-CPU/config/jobs.yaml b/recipes/TensorFlow-CPU/config/jobs.yaml
index eb972805..a89596ec 100644
--- a/recipes/TensorFlow-CPU/config/jobs.yaml
+++ b/recipes/TensorFlow-CPU/config/jobs.yaml
@@ -1,8 +1,8 @@
 job_specifications:
 - id: tensorflowjob
   tasks:
-  - docker_image: tensorflow/tensorflow
+  - docker_image: tensorflow/tensorflow:1.15.2
     resource_files:
-    - blob_source: https://raw.githubusercontent.com/tensorflow/models/master/tutorials/image/mnist/convolutional.py
+    - blob_source: https://raw.githubusercontent.com/tensorflow/models/v1.7.0/tutorials/image/mnist/convolutional.py
       file_path: convolutional.py
     command: python -u convolutional.py