Category "siamese-network"

Evaluating (model.evaluate) with a triplet loss Siamese neural network model - tensorflow

I have trained a Siamese neural network that uses triplet loss. It was a pain, but I think I managed to do it. However, I am struggling to understand how to mak

How contrastive loss work intuitively in siamese network

I am having issue in getting clear concept of contrastive loss used in siamese network. Here is pytorch formula torch.mean((1-label) * torch.pow(euclidean_dista

Siamese Network for binary classification with pre-encoded inputs

I want to train a Siamese Network to compare vectors for similarity. My dataset consist of pairs of vectors and a target column with "1" if they are the same an