Towards imbalanced image classification : a generative adversarial network ensemble learning method

• Main Authors: Huang, Yangru, Jin, Yi, Li, Yidong, Lin, Zhiping
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; GAN; Data Cleaning
• Online Access: https://hdl.handle.net/10356/145610
• Institution: Nanyang Technological University

Learning from minority class has been a significant and challenging task which has many potential applications. Weather classification is such a case of imbalanced label distribution. This is because in places like Beijing, some types of weather, such as rain and snow, are relatively rare compared t...