A Benchmark for Maritime Object Detection with Centernet on an Improved Dataset, ABOships-PLUS

A Benchmark for Maritime Object Detection with Centernet on an Improved Dataset, ABOships-PLUS

Object detection from waterborne imagery is an essential aspect in maritime traffic management, navigation safety and coastal security. Building efficient autonomous systems, which can take decisions in critical situations, requires an integration of complex object detectors in real time. Object det...

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Bibliographic Details
Main Authors: Bogdan Iancu, Jesper Winsten, Valentin Soloviev, Johan Lilius
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Journal of Marine Science and Engineering
Subjects:
maritime vessel dataset
ship detection
dataset relabeling
benchmarking
deep learning
smart shipping
Online Access:https://www.mdpi.com/2077-1312/11/9/1638

Internet

https://www.mdpi.com/2077-1312/11/9/1638

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