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

• المؤلفون الرئيسيون: Huang, Yangru, Jin, Yi, Li, Yidong, Lin, Zhiping
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Electrical and electronic engineering; GAN; Data Cleaning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/145610
• المؤسسة: 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...