Metal defect classification using deep learning

AT Prihatno, IBKY Utama, JY Kim… - … on Ubiquitous and …, 2021 - ieeexplore.ieee.org
In the era of Industry 4.0, the vast development of Smart Factory is always followed by the
advancement of Deep Learning technology. To avoid the smart factory system from …

[PDF][PDF] How does imbalanced data affect performance of regression CNNs?

R Thakoersingh, D Tax, M Loog - 2021 - repository.tudelft.nl
This research provides an overview on how training Convolutional Neural Networks (CNNs)
on imbalanced datasets affect the performance of the CNNs. Datasets could be imbalanced …

[引用][C] Convolutional Neural Network-Based Metal Surface Defect Detection

IBKY Utama, YM Jang - 한국통신학회학술대회논문집, 2021 - dbpia.co.kr
The visual inspection using computer vision technology is growing rapidly nowadays. The
number of industries that relies on automatic defect detection is rising due to some …