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Lei Mao's Log Book – Siamese Network on MNIST Dataset

Siamese Network is a semi-supervised learning network which produces the embedding feature representation for the input. By introducing multiple input channels in the network and appropriate loss functions, the Siamese Network is able to learn to represent similar inputs with similar embedding features and represent different inputs with different embedding features.