Just transfer it! -- An intro to Transfer Learning.

Humans have a very unique ability to learn while they carry out their day-to-day tasks. They have a tendency of forming a logic from their gained knowledge which they use while performing a different set of tasks. Well did you know computers could do that too? Come along I'll show you how this trick works which goes by the name of Transfer learning. To understand better let's ask ourselves some questions: Training models may sometime take weeks even on multiple GPUs so why not just save ourselves some time when we have tools like transfer learning.