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v0.2.0

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@Ikhyeon-Cho Ikhyeon-Cho released this 21 Mar 06:08
85c122b

What's Changed

Documentation

  • Added README with installation instructions

Code structure

  • LeSTA became a standalone package (removed dependency on height_mapping)
  • Reorganized into two main components:
    • C++ ROS package (lesta_ros)
    • Python training (pylesta)
  • Introduced a more modular architecture with clear separation of:
    • feature extraction / label generation / model training / traversability estimation

Feature additions

  • Changed dataset type from .csv type to .pcd
  • Improved self-training with risk-aware pseudo-labeling
  • Added model checkpointing and improved logging
  • Added support for exporting to LibTorch format

Sample datasets

  • Added sample datasets and checkpoints for rapid testing of the package

Bug fixes

  • Fixed issues with feature extraction and label handling