tree: 904ef63a5e1fb09682559491784ebba94ae7dc98 [path history] [tgz]
  1. marvin_image_classification_engine/
  2. tests/
  3. CHANGES.md
  4. docs.yaml
  5. engine.messages
  6. engine.metadata
  7. engine.params
  8. feedback.messages
  9. INSTALL
  10. LICENSE
  11. Makefile
  12. MANIFEST.in
  13. marvin.ini
  14. pytest.ini
  15. README.md
  16. setup.cfg
  17. setup.py
  18. tox.ini
image-classification-engine/README.md

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