image_classification v0.0.1

Overview

Image Classification

It contains an example of how to perform image classification. The dataset is divided into two classes according to VOC2012 Images.

  • Airplane
  • Not Airplane

Installation

marvin make

Development

It runs deep learning through Keras and tensorflow as backend. Images are loaded using generator to save memory.

Getting started

First, create a new virtualenv

mkvirtualenv marvin_image_classification_engine_env

Now install the development dependencies

make marvin

and to run the whole pipeline

marvin engine-dryrun

Contact

danilo.nunes@b2wdigital.com