tree: 23dcf14a99588297d9d319422011455128c6402a [path history] [tgz]
  1. htmlcov/
  2. marvin_image_classification_engine/
  3. tests/
  4. CHANGES.md
  5. coverage.xml
  6. docs.yaml
  7. engine.messages
  8. engine.metadata
  9. engine.params
  10. feedback.messages
  11. INSTALL
  12. LICENSE
  13. Makefile
  14. MANIFEST.in
  15. marvin.ini
  16. pytest.ini
  17. README.md
  18. setup.cfg
  19. setup.py
  20. tox.ini
public-engines/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