As a member of the TUG Data Team, I wanted to give an overview of the topic of transfer learning to the team. More specifically, I wanted to give them a tutorial of transfer learning on object recognition. During this time, we were participating in the iMaterialist Furniture Challenge. The following video, explains the topic of transfer learning and gives some code example using the Keras library. The video was intended for the members of the team, so some things may feel out of context.