This is an adaptation of the paper by Koch et al. applying Siamese Neural Networks to one-shot image verification evaluated on the Olivetti Faces database. The VGG-Face CNN was used for both legs of the Siamese Network. Only the last layer of VGG-Face and the discriminator of the Siamese Network were trained to the Olivetti data.