Intelligent deep learning-enabled autonomous small ship detection and classification model

•Develop a deep learning model for automated small ship detection and classification.•Employ hyperparameter tuned Mask RCNN with SqueezeNet model for ship detection.•Introduce an optimal weighted regularized ELM model for small ship classification. Autonomous ship technologies have gained considerab...

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Veröffentlicht in:	Computers & electrical engineering 2022-05, Vol.100, p.107871, Article 107871
Hauptverfasser:	Escorcia-Gutierrez, José, Gamarra, Margarita, Beleño, Kelvin, Soto, Carlos, Mansour, Romany F.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial intelligence Artificial neural networks Autonomous systems Deep learning Machine learning Mask RCNN Navigation Optimization Parameter optimization Ship detection Shipping Ships
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