Abstract
Artificial Intelligence (AI) is widely used to accelerate state-of-the-art vision algorithms used in different domains including navigational algorithms, image segmentation, object classification, etc. Vision systems generate substantial amounts of data and it is desirable to run such AI algorithms at the edge where the data is being generated. Despite exhibiting higher accuracy than human beings, such AI algorithms must be accelerated in dedicated hardware. The Sundance’s VCS-1 system, formerly Tulipp Agri Starter Kit, is the ideal platform to run the state-of-the-art AI algorithms. In this chapter, three use-cases are presented where the TAK and the Tulipp toolchain is being used to accelerate vision algorithms.
