Investigating the Resolution-Performance Trade-off of Object Detection Models in Support of the Sustainable Development Goals

Investigating the Resolution-Performance Trade-off of Object Detection Models in Support of the Sustainable Development Goals

Satellite imagery provides impartial, inclusive, and timely geospatial data regarding global issues, supplementing traditional ground-based methods. The volume, velocity, and variety of satellite imagery present novel capabilities to support the United Nations' Sustainable Development Goa...

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Bibliographic Details
Main Authors: Cecilia N. Clark, Adane Bedada, Benjamin Huff, Bogdan Lita, Amy B. Newbury, Fabio Pacifici
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Satellite imagery
small object detection
solar photovoltaic panel detection
Sustainable Development Goals (SDGs)
vehicle detection
very high spatial resolution
Online Access:https://ieeexplore.ieee.org/document/10146399/

Internet

https://ieeexplore.ieee.org/document/10146399/

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