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Inventor and technologist Haresh Sippy urged those seeking to solve thorny problems to “tackle the root cause, not the effect.” That thinking is at the heart of several of our features this issue, beginning with the cover story, “Analyzing 3D Data for AI-Powered Robotic Automation.”
The root cause, in this case, is the quality of the image data itself. Authors Mingu Kang and Hyejin Kim of ARIS Technology note the growing perception that data gathered from 2D cameras and then subjected to deep learning is a viable path to superior quality assurance. But as we learn from the authors, it’s not that simple; for one, it’s difficult to extract feature points from 2D images, a process heavily reliant on…READ MORE