Learning from Few Samples — Meta-Learning

Using different techniques of Few-shot Learning

Introduction

Artificial Intelligence and Deep Learning have started occupying a big part of human lives and have an extensive range of applications in various sectors such as space, health care, automobile industry, etc., Few decades ago, the ability of the Artificial Intelligence was restricted by the lack of data, limited resources to handle data, and computation power. Now, we have the capability to overcome all the restrictions.

Problems with Deep…