Keras-Docker

A part of the blog - How to make models available to the Public

Introduction

This repository contains code to create a simple Model using the Keras Functional API using the pre-trained MobileNetV2 image from keras.applications for inference on random images from the ImageNet classes. The Dockerfile present can be used to create an image and deploy the same as a Docker container for simpler use.

How to build using Docker

$ docker build . -t keras-docker-trial
$ docker run -d --publish 5000:5000 keras-docker-trial

The first line builds the Docker image using the Dockerfile
The second line uses the image to create a container according to the specifications and publish the port 5000 of the container to port 5000 of the local machine.