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CARLA_NN

Deep Neural Network-based Autonomous Driving Resarch using CARLA.

Next Lane Image Prediction using CNN-based U-Net

image

Environment Setup Procedure

  1. Pre-requisites

    • Update pip3 and pip to the latest version
      • pip3 install --upgrade pip
      • pip install --upgrade pip
    • Install pygame using pip
      • pip3 install pygame
      • pip install pygame
    • Install libomp-dev
      • sudo apt-get update
      • sudo apt-get install libomp-dev
  2. Install CARLA by following 'Package Installation' in CARLA installation instructions

  3. Run CARLA Engine Server

    • ./CarlaUE4.sh
  4. Clone CARLA_NN repository

  5. Run client-based custom code while CARLA engine is running

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Open-source simulator for autonomous driving research.

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  • C++ 52.3%
  • Python 39.2%
  • Batchfile 3.7%
  • Shell 2.9%
  • CMake 0.9%
  • Makefile 0.3%
  • Other 0.7%