Abstract
Image classification has been applied to several real problems such as remote data analysis, facial recognition, disease detection, among others. However, obtaining labeled data is a costly task, as it requires time, resources and specialists. In addition, some problems are very specific and present a minority class. These scenarios are challenging and degrade the performance of machine l…