GIS分野の生成AIエージェント研究 - yuiseki

GIS分野の生成AIエージェント研究

Autonomous GIS, GIS Copilot

論文

Autonomous GIS: the next-generation AI-powered GIS

https://arxiv.org/abs/2305.06453

International Journal of Digital Earthに載った

https://www.tandfonline.com/doi/full/10.1080/17538947.2023.2278895

An Autonomous GIS Agent Framework for Geospatial Data Retrieval

https://arxiv.org/abs/2407.21024

GIS Copilot: Towards an Autonomous GIS Agent for Spatial Analysis

https://arxiv.org/abs/2411.03205

実装

https://github.com/gladcolor/LLM-Geo

https://github.com/gladcolor/LLM-Find/

AutonomousGIS_GeodataRetrieverAgent

https://github.com/Teakinboyewa/AutonomousGIS_GeodataRetrieverAgent

SpatialAnalysisAgent

https://github.com/Teakinboyewa/SpatialAnalysisAgent

論文

Geode: A Zero-shot Geospatial Question-Answering Agent with Explicit Reasoning and Precise Spatio-Temporal Retrieval

https://arxiv.org/abs/2407.11014

実装

https://github.com/devashish-gupta/Geode

remote-sensing-image-retrieval

論文

Multi-Spectral Remote Sensing Image Retrieval Using Geospatial Foundation Models

https://arxiv.org/abs/2403.02059

実装

https://github.com/IBM/remote-sensing-image-retrieval