/drone_cnn

python cnn files for drone obstacles avoidance

Primary LanguagePython

drone_cnn

  • python cnn files for drone obstacles avoidance.
  • files include training cnn (avcNet folder) and files for running cnn on rpi3 (rpi3 folder)
  • example cnn trained binary files (hdf5 - pb) included in rpi3 folder
  • different interference methods added: OpenVINO (Intel), DNN-OpenCV, tensorflow, keras.
  • on rpi3 DNN-OpenCV: 6 fps, DNN-MYRIAD (NCS1): 20 fps using OpenCV version 4.1.0
  • a simple python obstacle avoidance script is included
  • Wiki: brief project description describing 2 approaches for cnn development
  • donkeycar folder added containing the modified/added files making ArduPilot Rover-copter compatible with donkeycar
  • Wiki ros paragraph added for ArduCopter sitl simulations
  • autoencoder folder added

variational autoencoder