diff --git a/docs/applications/implementations/models.md b/docs/applications/implementations/models.md
index 4262c0edb4..afa601407f 100644
--- a/docs/applications/implementations/models.md
+++ b/docs/applications/implementations/models.md
@@ -53,7 +53,7 @@ You can import PyPI packages or your own Python packages to help create more com
 The following packages have been pre-installed and can be used in your implementations:
 
 ```text
-tensorflow==1.12.0
+tensorflow==1.13.1
 boto3==1.9.78
 msgpack==0.6.1
 numpy>=1.13.3,<2
diff --git a/examples/mnist/requirements.txt b/examples/mnist/requirements.txt
index cfbf63288b..79b8e2944b 100644
--- a/examples/mnist/requirements.txt
+++ b/examples/mnist/requirements.txt
@@ -1,2 +1,2 @@
 pillow==5.4.1
-tensor2tensor==1.10.0
+tensor2tensor==1.13.4
diff --git a/examples/reviews/requirements.txt b/examples/reviews/requirements.txt
index 267b3a6d6a..92c6587047 100644
--- a/examples/reviews/requirements.txt
+++ b/examples/reviews/requirements.txt
@@ -1 +1 @@
-tensor2tensor==1.10.0
+tensor2tensor==1.13.4
diff --git a/images/spark-base/Dockerfile b/images/spark-base/Dockerfile
index 29873660b4..558a10d81f 100644
--- a/images/spark-base/Dockerfile
+++ b/images/spark-base/Dockerfile
@@ -12,7 +12,7 @@ RUN mkdir -p /opt
 
 ARG HADOOP_VERSION="2.9.2"
 ARG SPARK_VERSION="2.4.2"
-ARG TF_VERSION="1.12.0"
+ARG TF_VERSION="1.13.1"
 # Required for building tensorflow spark connector
 ARG SCALA_VERSION="2.12"
 # Scalatest version from https://github.com/apache/spark/blob/v2.4.2/pom.xml
diff --git a/images/tf-base-gpu/Dockerfile b/images/tf-base-gpu/Dockerfile
index d696be771a..85a6c26787 100644
--- a/images/tf-base-gpu/Dockerfile
+++ b/images/tf-base-gpu/Dockerfile
@@ -1,4 +1,4 @@
-FROM tensorflow/tensorflow:1.12.0-gpu-py3
+FROM tensorflow/tensorflow:1.13.1-gpu-py3
 
 RUN apt-get update -qq && apt-get install -y -q \
         zlib1g-dev \
diff --git a/images/tf-base/Dockerfile b/images/tf-base/Dockerfile
index bde3c5daa2..5f4da35c22 100644
--- a/images/tf-base/Dockerfile
+++ b/images/tf-base/Dockerfile
@@ -1,4 +1,4 @@
-FROM tensorflow/tensorflow:1.12.0-py3
+FROM tensorflow/tensorflow:1.13.1-py3
 
 RUN apt-get update -qq && apt-get install -y -q \
         zlib1g-dev \
diff --git a/images/tf-serve-gpu/Dockerfile b/images/tf-serve-gpu/Dockerfile
index de25316a76..780ed9925e 100644
--- a/images/tf-serve-gpu/Dockerfile
+++ b/images/tf-serve-gpu/Dockerfile
@@ -1,8 +1,8 @@
 FROM cortexlabs/tf-base-gpu
 
-ARG TF_VERSION="1.12.0"
+ARG TF_SERV_VERSION="1.13.0"
 
-RUN curl -o tensorflow-model-server.deb http://storage.googleapis.com/tensorflow-serving-apt/pool/tensorflow-model-server-${TF_VERSION}/t/tensorflow-model-server/tensorflow-model-server_${TF_VERSION}_all.deb
+RUN curl -o tensorflow-model-server.deb http://storage.googleapis.com/tensorflow-serving-apt/pool/tensorflow-model-server-${TF_SERV_VERSION}/t/tensorflow-model-server/tensorflow-model-server_${TF_SERV_VERSION}_all.deb
 RUN dpkg -i tensorflow-model-server.deb
 
 ENTRYPOINT ["tensorflow_model_server"]
diff --git a/images/tf-serve/Dockerfile b/images/tf-serve/Dockerfile
index 7eedaaad5b..e46a88b52e 100644
--- a/images/tf-serve/Dockerfile
+++ b/images/tf-serve/Dockerfile
@@ -1,12 +1,12 @@
 FROM cortexlabs/tf-base
 
-ARG TF_VERSION="1.12.0"
+ARG TF_SERV_VERSION="1.13.0"
 
 RUN apt-get update -qq && apt-get install -y -q \
         curl \
     && apt-get clean -qq && rm -rf /var/lib/apt/lists/*
 
-RUN curl -o tensorflow-model-server.deb http://storage.googleapis.com/tensorflow-serving-apt/pool/tensorflow-model-server-${TF_VERSION}/t/tensorflow-model-server/tensorflow-model-server_${TF_VERSION}_all.deb
+RUN curl -o tensorflow-model-server.deb http://storage.googleapis.com/tensorflow-serving-apt/pool/tensorflow-model-server-${TF_SERV_VERSION}/t/tensorflow-model-server/tensorflow-model-server_${TF_SERV_VERSION}_all.deb
 RUN dpkg -i tensorflow-model-server.deb
 
 ENTRYPOINT ["tensorflow_model_server"]
diff --git a/pkg/workloads/lib/package.py b/pkg/workloads/lib/package.py
index c5eec7fca0..f32e8d3996 100644
--- a/pkg/workloads/lib/package.py
+++ b/pkg/workloads/lib/package.py
@@ -39,7 +39,7 @@ def get_build_order(python_packages):
 
 
 def get_restricted_packages():
-    req_list = ["pyspark==2.4.2", "tensorflow==1.12.0"]
+    req_list = ["pyspark==2.4.2", "tensorflow==1.13.1"]
     req_files = glob.glob("/src/**/requirements.txt", recursive=True)
 
     for req_file in req_files: