sister network
Siamese networks with Keras, TensorFlow, and Deep Learning - PyImageSearch
In this tutorial you will learn how to implement and train siamese networks using Keras, TensorFlow, and Deep Learning. Practical, real-world use cases of siamese networks include face recognition, signature verification, prescription pill identification, and more! Furthermore, siamese networks can be trained with astoundingly little data, making more advanced applications such as one-shot learning and few-shot learning possible. To learn how to implement and train siamese networks with Keras and TenorFlow, just keep reading. In the first part of this tutorial, we will discuss siamese networks, how they work, and why you may want to use them in your own deep learning applications. From there, you'll learn how to configure your development environment such that you can follow along with this tutorial and learn how to train your own siamese networks.