IEEE

OpenUrban3D: Label-Free Open-Vocabulary Semantic Segmentation of Large-Scale Urban Point Clouds

Abstract: Open-vocabulary (OV) semantic segmentation enables models to recognize and segment objects from arbitrary natural language descriptions, offering the flexibility to handle novel, ...
IEEE

Deep Geospatio-Semantic Guided Network With Pseudo-Label Consistency for Domain-Adaptive Remote Sensing Segmentation

Abstract: Domain-adaptive remote sensing image (RSI) semantic segmentation mitigates the overfitting problem that affects the effectiveness of segmentation, which results from the scarcity of ...
GitHub

Multi-platform point cloud analysis — registration, segmentation, surface reconstruction, and feature extraction for aerial, terrestrial, and UAV LiDAR.

Point cloud tooling in Python is fragmented. laspy reads files. Open3D visualizes them. PDAL pipelines transform them. But nothing treats acquisition platform as a first-class concept — and platform ...
GitHub

dbt Semantic Layer SDK for Python

A library for easily accessing dbt's Semantic Layer via Python. Note that all method calls that will reach out to the APIs need to be within a client.session() context manager. By using a session, the ...