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Self-Driving Car LiDAR Simulator

This project is base on Udacity's Self-Driving Car Simulator

Project Page: http://wangyangevan.weebly.com/lidar-simulation.html

Analysis Documentation: https://goo.gl/7o1z44

Video: https://youtu.be/vMlUXHB09rY

Progress

Implemented

  • Physics engine based LiDAR modeling.
  • Render system depth texture based LiDAR modeling.

Next Step

  • Scoring system for learning algorithm without driving data creating by human.
  • Support for vehicle moving.
    • Support for record and replay movement mode.
    • Support for multiplayer mode.
    • Support for multi-AI mode. (?)
  • High quality camera simulation.

Resources

About Udacity's Self-Driving Car Simulator: https://github.com/udacity/CarND-Behavioral-Cloning-P3.

Releases

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Packages

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Languages

  • C# 77.1%
  • ShaderLab 21.2%
  • HLSL 1.1%
  • Other 0.6%