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Deep Learning Approach for Pitting Corrosion Detection in Gas Pipelines

The paper introduces a computer vision methodology for detecting pitting corrosion in gas pipelines. To achieve this, a dataset comprising 576,000 images of pipelines with and without pitting corrosion was curated. A custom-designed and optimized convolutional neural network (CNN) was employed for b...

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Autori principali: Ivan Malashin, Vadim Tynchenko, Vladimir Nelyub, Aleksei Borodulin, Andrei Gantimurov, Nikolay V. Krysko, Nikita A. Shchipakov, Denis M. Kozlov, Andrey G. Kusyy, Dmitry Martysyuk, Andrey Galinovsky
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2024-05-01
Serie:Sensors
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Accesso online:https://www.mdpi.com/1424-8220/24/11/3563
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