runwayml / runway

[DEPRECATED ALPHA VERSION] Run, build and train machine learning models using a visual interface and then connect your models to your favorite software.

Runway: Machine Learning for Everyone

This alpha version is no longer mantained. Sign up for the beta release at runwayml.com

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 ML models to other applications via OSC, Sockets or HTTP networks.

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

Getting Started

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

Tutorials

• Getting Started
• Input/Output
• Using Sockets
• Using OSC

Software Examples

• Processing
• Unity
• MAX/MSP
• Arduino
• JavaScript
• OpenFrameworks
• TouchDesigner

Gallery

• SideWalk Orchestra

Contributing

This project is still in active development.