
One Shot learning, Siamese networks and Triplet Loss with Keras
Introduction
In modern Machine Learning era, Deep Convolution Neural Networks are a very powerful tool to work with images, for all kinds of task. We’ve seen some networks that are able to classify/detect about 1000 different kinds of object with very good performance. The traditional way of building a classifier is as follows: