Like any great use of technology, AI and machine learning work best when they are not so noticeable. Our team trains and validates AI models and delivers them across platforms. As leaders in computer vision, our teams excel in ML models like segmentation, StyleGan and PIx2pix models. We also have an experienced dataset creation team when the dataset doesn't exist or requires pruning. From Snapchat's ML Lenses, to our custom algorithms spanning use cases have made schools safer by detecting coughs and fevers, made Snapchat interactions more engaging through Snap ML Lenses, and created hands-free safe retail interactions for CoverGirl.