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