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Author
Contributors
Project Page
https://runwayml.com/
Last Commit
May. 23, 2018
Created
Apr. 14, 2018

runway logo

Runway: Machine Learning for Everyone

License: GPL v3 platforms ml4all

This project is currently in development. Request beta access at [email protected]

Introduction

Runway is desktop application that allows to easily run state of the art machine learning models and use them in creative and interactive ways. You can connect this models to other applications via OSC, Sockets or HTTP networks.

runway logo

Features

  • Run state of the art machine learning models with one click
  • Connect it to any software via OSC or HTTP (See examples with Processing, Unity, MAX/MSP, Arduino, JavaScript, OpenFrameworks and TouchDesigner)
  • Preprocess video stream for interactive projects
  • Input/Output Flexibility: mix and match your inputs and outputs.
  • Run locally (CPU/GPU) or remotely in GPUs with virtual machines via PaperSpace, AWS or Google Cloud

Why Runway?

While commercial applications of machine learning can be found everywhere, experimentation of new prototypes and techniques remains - for the most- confined to computer scientists or engineers and has a limited reach to other fields.

This project is an attempt to make machine learning models and ML related tools more accessible to artist, designers and anyone curious about this topic.

Getting Started

Download the latest version from Runway's main website (runwayml.com) and follow the setup instructions.

Tutorials

Software Examples

Gallery

How it works

More on this soon!

Roadmap

  • Support for sound and text based models (help wanted)
  • Add basic tensorflow.js functionality for transfer learning capabilities
  • Add CI and Tests

Contributing

This is a project in active development. If you are interested in contributing, please do! Help is needed developing the app, adding new models and developing examples and tutorials!

See CONTRIBUTING