New Test Techniques for New Technologies: Testing Computer Vision Applications
Computer vision capabilities are gaining ground in everyday commercial systems. Face recognition is now part of Windows 10; virtual reality games, gesture control, and autonomous cars are just some examples of the coming flood of computer vision products. However, many of the standard test techniques don’t work in these situations, so testers need to invent new ways to validate this technology. Join Michael Stahl as he shares how to test emerging computer vision capabilities. Michael provides an introduction to computer vision capabilities and shares demos of their applications. He then describes the difficult challenges facing testers of computer vision applications and outlines some approaches to address them, such as ground truth creation methods, selecting the right quality metrics, and modification of “classic” test techniques. Leave this session with some new ideas and be better equipped to test computer vision capabilities.