Turning GANs into consumer products on mobile devices

In this talk I will cover how to get a GAN to run on a mobile device as part of a consumer product. At Lightricks we build tools for the creative process. These tools need to be consistent, controllable and accessible in order to succeed in the market. GANs are amazing machines with many capabilities, but turning these wild horses into tools used by millions on mobile devices is a challenge. I will describe the stages of turning GANs into product grade features that can even work on the edge. The hurdles of better data, model efficiency and describe some of our systems we use to make neural networks research aimed at mobile work well.