SpatialLM

SpatialLM

LLM for structured indoor modeling

Description

Scanning a room with a phone yields a point cloud you must trace by hand into walls, openings and furniture. SpatialLM is an LLM that turns point clouds into structured indoor models, from a NeurIPS 2025 paper.

It outputs walls, doors, windows and oriented furniture boxes for interior design, robot navigation and spatial understanding.

Features



Input:Point clouds.

Structured:Walls and furniture.

Understanding:Scenes.

Open weights:Downloadable.