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ML Supported Procedural Castles in SideFX Houdini (Bachelor Thesis Project)

Prerequisites:

  • Linux (tested on Linux Mint 20.3 Cinnamon)

  • Nvidia GPU

  • CUDA 11.4 + CUDA Toolkit 10.2.89

  • CudNN 7.6.5

(CPU mode (without NVIDIA GPU) and CUDA or CudNN could work with minimal adjustments but isn't tested)

  • Houdini 19.0.383 py3
    • SideFX Labs 19.0.383
    • qLib
    • Aelib
  • Python 3.7.4
  • PyTorch 1.7.1
  • NumPy 1.21.2
  • Pillow 8.4.0
  • Matplotlib 3.4.3
  • Tensorboard 2.7.0
  • tqdm 4.62.3

to restore the environment fully an anaconda snapshot can be found in 00_env