Data Augmentation Methods Applying Grayscale Images for Convolutional Neural Networks in Machine Vision

Data Augmentation Methods Applying Grayscale Images for Convolutional Neural Networks in Machine Vision

In increasing manufacturing productivity with automated surface inspection in smart factories, the demand for machine vision is rising. Recently, convolutional neural networks (CNNs) have demonstrated outstanding performance and solved many problems in the field of computer vision. With that, many m...

Full description

Bibliographic Details
Main Authors: Jinyeong Wang, Sanghwan Lee
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Applied Sciences
Subjects:
machine vision
data augmentation
deep learning
convolutional neural networks
transfer learning
Online Access:https://www.mdpi.com/2076-3417/11/15/6721

Internet

https://www.mdpi.com/2076-3417/11/15/6721

Similar Items