Few-shot learning researches to learn a novel concept from a handful of labeled samples. Due to the small amount of training data. deep network has the risk of over-fitting. Although many previous approaches based on metric criterion can make significant progress to tackle this challenge. https://www.freaknleather.com/product-category/mig-wire/