Surface Quality Augmentation for Metalworking Industry with Pix2Pix

Author:

Hölscher Dirk,Reich Christoph,Knahl Martin,Gut Frank,Clarke Nathan

Publisher

Elsevier BV

Subject

General Engineering

Reference18 articles.

1. Paired Augmentation for Improved Image Classification using Neural Network Models;Rajcomar,2020

2. I. Konovalenko, P. Maruschak, V. Brevus, and O. Prentkovskis, “metals Recognition of Scratches and Abrasions on Metal Surfaces Using a Classifier Based on a Convolutional Neural Network,” 2021. [Online]. Available: https://doi.org/10.3390/met11040549

3. Unsupervised representation learning with deep convolutional generative adversarial networks;Radford,2016

4. A style-based generator architecture for generative adversarial networks;Karras,2019

5. R. Arandjelović and A. Zisserman, “Object Discovery with a Copy-Pasting GAN,” may 2019, [Online] http://arxiv.org/abs/1905.11369 [retrieved: 05-2020].

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