Giter VIP home page Giter VIP logo

carla-training-data's Introduction

Carla Training Data

Generating training data from the Carla driving simulator in the KITTI dataset format

Screenshot_3

KITTI dataset format

An example of KITTI dataset format

Screenshot_4

  • Raw (unsynced+unrectified) and processed (synced+rectified) grayscale stereo sequences (0.5 Megapixels, stored in png format)
  • Raw (unsynced+unrectified) and processed (synced+rectified) color stereo sequences (0.5 Megapixels, stored in png format)
  • 3D Velodyne point clouds (100k points per frame, stored as binary float matrix)
  • 3D GPS/IMU data (location, speed, acceleration, meta information, stored as text file)
  • Calibration (Camera, Camera-to-GPS/IMU, Camera-to-Velodyne, stored as text file)
  • 3D object tracklet labels (cars, trucks, trams, pedestrians, cyclists, stored as xml file)

Getting started and Setup

This project expects the carla folder to be inside this project i.e PythonClient/carla-training-data/carla

Running the client after running the Carla Server

## Running the client after running the Carla Server

$ python3 datageneration.py

References:

carla-training-data's People

Contributors

enginbozkurt avatar

Watchers

James Cloos 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.