In this section, we will look at some of the most popular mobile applications and understand what they are doing in the field of mobile ML.
Facebook has developed an AI platform, Caffe2Go. Through this toolset, Facebook initially wanted to provide enriched AI and AR experiences to users. They are enabling users to process videos and images through on-device ML and perform certain tasks without having to transmit these videos and images to the backend for complex image and video processing. Their style transfer toolkit enables users to take the artistic qualities of one image style, and apply it to other images and videos.