Browsing by Subject "automated inspection, casting defect detection, convolutional neural networks, hyperparameters, transfer learning"

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Application of AlexNet convolutional neural network architecture-based transfer learning for automated recognition of casting surface defects

Thalagala, Shiron; Walgampay, Chamila (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)

Automated inspection of surface defects is beneficial for casting product manufacturers in terms of inspection cost and time, which ultimately affect overall business performance. Intelligent systems that are capable of ...
TrackWarn: An AI-driven warning system for railway track workers

Amjath, M. I. M.; Kuhanesan, S. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)

Automated inspection of surface defects is beneficial for casting product manufacturers in terms of inspection cost and time, which ultimately affect overall business performance. Intelligent systems that are capable of ...

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