क्यूआर कोड

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...

पूर्ण विवरण

में बचाया:
मुख्य लेखकों: 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
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: MDPI AG 2024-05-01
श्रृंखला:Sensors
विषय:
pitting corrosion
deep neural network
gas pipelines
ऑनलाइन पहुंच:https://www.mdpi.com/1424-8220/24/11/3563
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