Siamese Neural Networks with Triplet Loss and Cosine Distance

Theory & Code-along: Triplet loss with cosine distance for Siamese Networks on CIFAR-10 dataset

Image by Alex Meier on Unsplash

What if we could encode every object image (human faces, etc) into a template — a vector of numbers? Thereafter, we could objectively determine the similarity between objects by numerically comparing —…