VHRShips: An Extensive Benchmark Dataset for Scalable Deep Learning-Based Ship Detection Applications

VHRShips: An Extensive Benchmark Dataset for Scalable Deep Learning-Based Ship Detection Applications

The classification of maritime boats and ship targets using optical satellite imagery is a challenging subject. This research introduces a unique and rich ship dataset named Very High-Resolution Ships (VHRShips) from Google Earth images, which includes diverse ship types, different ship sizes, sever...

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Bibliographic Details
Main Authors: Serdar Kızılkaya, Ugur Alganci, Elif Sertel
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:ISPRS International Journal of Geo-Information
Subjects:
deep learning
optical satellite image
ship classification
end-to-end approach
dataset
Online Access:https://www.mdpi.com/2220-9964/11/8/445

Internet

https://www.mdpi.com/2220-9964/11/8/445

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