LOCUS Lab
English

Choose a language

Wiki

A knowledge base written and maintained by the lab. The handbook is a structured, chapter-by-chapter guide to GeoAI; notes are shorter, standalone articles and technical write-ups.

The GeoAI Handbook

  1. Preface

    1 To Our Readers

  2. Evolution

    2 A Brief History of AI

  3. Foundations

    3 Concepts and Frameworks of AI
    1. 3.1Convolutional Neural Networks
    2. 3.2Recurrent Neural Networks
    3. 3.3Transformer
    4. 3.4Reinforcement Learning
    5. 3.5Latent Space and Representation Learning
    6. 3.6Tokenization
    7. 3.7扩散模型

  4. GenAI

    4 生成式AI与GeoAI
    1. 4.1生成式地图

Notes