Computer Vision
Enabling computers and devices to understand what they see.
Video
#TWIMLfest: Accessibility and Computer Vision
Digital imagery is pervasive today. More than a billion images per day are produced and uploaded to social media sites, with many more embedded within websites, apps, digital documents, and eBooks. Engaging with digital imagery…
Publication
Global Context Networks
Microsoft Research Blog
Unadversarial examples: Designing objects for robust vision
Many of the items and objects we use in our daily lives were designed with people in mind. In October, the Reserve Bank of Australia put out into the world its redesigned $100 banknote. Some…
Tool
Unadversarial
This framework exploits the sensitivity of modern machine learning algorithms to input perturbations in order to design “robust objects,” i.e., objects that are explicitly optimized to be confidently detected or classified. We demonstrate the efficacy…