A Data Augmentation Method for Deep Learning Based on Multi-Degree of Freedom (DOF) Automatic Image Acquisition

A Data Augmentation Method for Deep Learning Based on Multi-Degree of Freedom (DOF) Automatic Image Acquisition

Deep learning technology is outstanding in visual inspection. However, in actual industrial production, the use of deep learning technology for visual inspection requires a large number of training data with different acquisition scenarios. At present, the acquisition of such datasets is very time-c...

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Bibliographic Details
Main Authors: Liangliang Chen, Ning Yan, Hongmai Yang, Linlin Zhu, Zongwei Zheng, Xudong Yang, Xiaodong Zhang
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Applied Sciences
Subjects:
deep learning
image acquisition
camera position
path optimization
Online Access:https://www.mdpi.com/2076-3417/10/21/7755

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https://www.mdpi.com/2076-3417/10/21/7755

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