points2SBL v0.3.0

points2SBL v0.3.0

Initial public release of points2SBL for semantic segmentation of woody and foliar components in terrestrial laser scanning (TLS) point clouds.

Features

• Point Transformer inference
• Plot mode
• Single-tree mode
• Automatic input detection
• Multi-vote inference
• Geometry-aware features
• Batch folder processing
• Pretrained checkpoint support

Classes

• 0: Wood
• 1: Leaf
• 2: Ground

Installation

pip install points2sbl

Model

Use:

points2sbl model download

to install the pretrained Point Transformer checkpoint.