[PDF][PDF] Edge intelligence with light weight cnn model for surface defect detection in manufacturing industry
Surface defect identification is essential for maintaining and improving the quality of
industrial products. However, numerous environmental factors, including reflection …
industrial products. However, numerous environmental factors, including reflection …
Discriminative feature learning through feature distance loss
T Schlagenhauf, Y Lin, B Noack - Machine Vision and Applications, 2023 - Springer
Ensembles of convolutional neural networks have shown remarkable results in learning
discriminative semantic features for image classification tasks. However, the models in the …
discriminative semantic features for image classification tasks. However, the models in the …
Siamese basis function networks for data-efficient defect classification in technical domains
T Schlagenhauf, F Yildirim, B Brückner - International Conference on …, 2022 - Springer
Training deep learning models in technical domains is often accompanied by the challenge
that although the task is clear, insufficient data for training is available. Additional to that …
that although the task is clear, insufficient data for training is available. Additional to that …
FAANet: Feature-Augmented Attention Network for Surface Defect Detection of Metal Workpieces
Y Gu, J Zou, C Ma, Y Zhang, M Zhang, J Ma - International Conference on …, 2023 - Springer
Accurate segmentation of defects on the surface of metal workpieces is challenging due to
the large-scale differences and complex morphological features. To address the problem of …
the large-scale differences and complex morphological features. To address the problem of …
Edge Intelligence with Light Weight CNN Model for Surface Defect Detection in Manufacturing Industry
LR Burra - 2023 - nopr.niscpr.res.in
Surface defect identification is essential for maintaining and improving the quality of
industrial products. However, numerous environmental factors, including reflection …
industrial products. However, numerous environmental factors, including reflection …
[PDF][PDF] Bildbasierte Quantifizierung und Prognose des Verschleißes an Kugelgewindetriebspindeln
IG Lanza, T Schlagenhauf - scholar.archive.org
For the realization of autonomous production machines, it is necessary to enable them to
independently assess the condition of their components and, in a medium-term step, inform …
independently assess the condition of their components and, in a medium-term step, inform …