Giter VIP home page Giter VIP logo

gscam's Introduction

Simbotic

An ensemble of tools and libraries for generating infinite amounts of synthetic data for AI models and providing highly realistic environments for intelligent agents to acquire experience.

Epic MegaGrants Recipient

Simbotic has been catapulted by Epic MegaGrants into serious development. Stay with us while we flesh out the code, documentation and tutorials. Contact us if you want to explore integrating Unreal Engine into robotics, simulation pipelines, intelligent video analytics, or any other computer vision project.

Epic MegaGrants Recepient

Technology Stack

Simbotic is heavily influeced by the following technology stack:

Unreal Engine 4 NVidia GStreamer PyTorch Rust C++

Custom Unreal Engine 4.24 + NVidia Physx 4.0 for Simulation and Robotics. Includes Simbotic plugins.

SimboticEngine Plugins

GStreamer for Unreal Engine. A UE4 plugin for allowing UE4 to launch gstreamer pipelines and provide appsrc and appsinks for video and sensor data.

A UE4 plugin for generating synthetic datasets. Currently supports PASCAL VOC, YOLO and segmented images. KTTI in progress.

A UE4 plugins for developing dynamic and interactive physics-based simulations.

gscam's People

Contributors

blutack avatar bulwahn avatar cedricpradalier avatar dhood avatar jbohren avatar k-okada avatar kubark42 avatar mikaelarguedas avatar racsoraul avatar rctoris avatar rozgo avatar sirver avatar

Watchers

 avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.