
Автор: Ismael Chivite, Nicholas Giner, Matt Artz
Издательство: Esri Press
Год: 2025
Страниц: 124
Язык: английский
Формат: epub (true)
Размер: 10.1 MB
Discover how organizations are powering greater automation, prediction, and optimization with GeoAI. GeoAI integrates Artificial Intelligence, or AI, with geospatial data, science, and technology to increase understanding and solve spatial problems. AI is the ability of computers to perform tasks that typically require some level of human intelligence and reasoning—through programming that continually adapts, infers patterns, generalizes, and improves output over time. We can use GeoAI for applications such as detecting and categorizing objects in imagery and lidar, identifying clusters and anomalies in data, and making predictions and forecasts. The intersection of GIS, AI, Machine Learning, and Deep Learning creates opportunities that weren’t available before. Understanding Python unlocks more capabilities in any GIS workflow, and Deep Learning is no exception. The Python API is a Python library for scripting workflows across the ArcGIS suite, including for GIS organization administration, content management, and spatial analysis/data science. Using the Python API library allows users to leverage some of the best open-source Machine Learning and Deep Learning libraries and seamlessly integrate them into the ArcGIS ecosystem. Another benefit of using the Python API is that it is designed for web-hosted features so you can work with hosted imagery and feature classes.