Too Long; Didn't Read
<span>D</span>eep neural networks are the go to algorithm when it comes to image classification. This is partly because they can have arbitrarily large number of trainable parameters. However, this comes at a cost of requiring a large amount of data, which is sometimes not available. I will discuss One Shot <a href="https://hackernoon.com/tagged/learning" target="_blank">Learning</a>, which aims to mitigate such an issue, and how to implement a Neural Net capable of using it ,in PyTorch.