An Experiment with One-Shot Learning

As part of a job interview I had a few days to do a project to adapt a deep siamese network as described in the paper by Koch, Zemel an Salakhutdinov, and apply it to do one shot image recognition on the Olivetti faces dataset. I was pretty happy with the result so I am sharing it here.

Please see this work written up in a Jupyter Notebook.