diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100644
index 0000000..a8774b1
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,48 @@
+version: 2
+jobs:
+  tensorflow-building-detection:
+    docker:
+      - image: docker:17.05.0-ce-git
+    steps:
+      - checkout
+      - setup_remote_docker
+
+      - restore_cache:
+          keys:
+            - v1-{{ .Branch }}
+          paths:
+            - caches/tensorflowbd.tar
+
+      - run:
+          name: Load docker image cache
+          command: |
+            docker load -i caches/tensorflowbd.tar || true
+
+      - run:
+          name: Build application docker image
+          command: docker build --cache-from=tensorflowbd -t tensorflow-building-detection .
+          no_output_timeout: 60m
+
+      - run:
+          name: Save docker image cache
+          command: |
+            mkdir -p caches
+            docker save -o caches/tensorflowbd.tar tensorflowbd
+
+      - save_cache:
+          key: v1-{{ .Branch }}-{{ epoch }}
+          paths:
+            - caches/tensorflowbd.tar
+
+      - deploy:
+         name: Push docker image
+         command: |
+          VERSION=$(grep -m1 version package.json | awk -F: '{ print $2 }' | sed 's/[", ]//g')
+          docker tag tensorflow-building-detection rub21/tensorflow-building-detection:${VERSION}
+          docker login -u $DOCKER_USER -p $DOCKER_PASS
+          docker push rub21/tensorflow-building-detection:${VERSION}
+workflows:
+  version: 2
+  build_and_push:
+    jobs:
+      - tensorflow-building-detection
\ No newline at end of file
diff --git a/package.json b/package.json
new file mode 100644
index 0000000..a8908f6
--- /dev/null
+++ b/package.json
@@ -0,0 +1,3 @@
+{
+    "version": "0.0.1"
+}
\ No newline at end of file