Building Quality Models for Autonomous Driving This ebook aims to give you a deeper understanding of what “quality” might mean for your autonomous vehicle use case, and how you can start measuring it. You’ll learn how you can effectively balance time versus quality — starting small, iterating, and scaling slowly but deliberately — to set your organization up for the quickest past to accuracy.
Good annotation and testing practices are the foundations of building a great model. But understanding what constitutes quality data is a tricky question. While “as accurate as possible” seems the obvious answer, this thinking can bog down any team in an endless cycle of manual annotation, training, more annotation, and retraining.
Sama provides ML Professionals and AI team Leads with an indispensable solution for Computer Vision data labeling.
