Simulation-Driven Dataset Generation

Published:

This project automated the generation of synthetic training data for ballast analysis tasks.

  • Built a desktop software system using the Blender Python API.
  • Generated scalable 2D and 3D datasets through simulation and physically based rendering.
  • Improved downstream model robustness under limited labeled real-world data.