In-Chang Yeo, Myung-Il Roh, Min-Chul Kong, Dongki Min, Dongguen Jeong, "An Automated Method for the Review of a Ship’s Safety Plan Based on Deep Learning", Proceedings of ISOPE 2024, Rhodos, Greece, 2024.06.16-21
International Conference
2024.05.01 14:52
In-Chang Yeo, Myung-Il Roh, Min-Chul Kong, Dongki Min, Dongguen Jeong, "An Automated Method for the Review of a Ship’s Safety Plan Based on Deep Learning", Proceedings of ISOPE 2024, Rhodos, Greece, 2024.06.16-21
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| Abstract | This study uses deep learning to introduce an automated approach for inspecting a ship’s safety plans. We compared Convolutional Neural Network (CNN) models and selected the most suitable for symbol detection. Due to the challenge of obtaining sufficient training data, we proposed a method for generating virtual data based on existing safety plans, addressing overfitting concerns. A prototype program was developed and tested on sample safety plans, showcasing its effectiveness in reviewing safety plans by accurately identifying various symbols. |
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| Publication Date | 2024-06-17 |
Prev Myung-Il Roh, Kyu-Yeul Lee, "Generation of Production Information for a Building Block and Simulation of the Block Erection for Computer-Aided Process Planning and Scheduling", Proceedings of IMDC(International Marine Design Conference) 2006, Michigan, USA, pp. 382-395, 2006.05.16-19
Myung-Il Roh, Kyu-Yeul Lee, "Generation of Production Information for a Building Block and Simulation of the Block Erection for Computer-Aided Process Planning and Scheduling", Proceedings of IMDC(International Marine Design Conference) 2006, Michigan, USA, pp. 382-395, 2006.05.16-19
2013.12.04by SyDLab
Jin-Hyeok Kim, Myung-Il Roh, In-Chang Yeo, "A Method for... Next
Jin-Hyeok Kim, Myung-Il Roh, In-Chang Yeo, "A Method for...
2024.05.01by
