A GIS Pipeline to Produce GeoAI Datasets from Drone Overhead Imagery

A GIS Pipeline to Produce GeoAI Datasets from Drone Overhead Imagery

Drone imagery is becoming the main source of overhead information to support decisions in many different fields, especially with deep learning integration. Datasets to train object detection and semantic segmentation models to solve geospatial data analysis are called GeoAI datasets. They are compos...

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Bibliographic Details
Main Authors: John R. Ballesteros, German Sanchez-Torres, John W. Branch-Bedoya
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:ISPRS International Journal of Geo-Information
Subjects:
GeoAI
GIS
dataset
drone
orthomosaics
U-Net
Online Access:https://www.mdpi.com/2220-9964/11/10/508

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