Most of our perception of the world around us comes from our sight. No surprise, then, that emulating human vision is one of the most challenging tasks in trying to create Artificial Intelligence. Computer vision is the scientific discipline that deals with creating machines capable of emulating the human ability to "see". Different areas can be identified in computer vision, ranging from object detection to image restoration. In this article, we will deal with the specific task of image classif