DRIVE Labs is a really nice series of lessons about NVIDIA’s deep learning approach to autonomous vehicle development. They have about twenty short videos, each accompanied by a longer blog post and dedicated to specific aspect of self-driving.
The videos are hosted by Neda Cvijetic, NVIDIA’s Sr. Manager of Autonomous Vehicles.
I particularly like this video on path prediction, which is an area of autonomous technology that really fascinates me.
NVIDIA is most famous for producing graphical processing units, which are useful for both video games and deep learning. As such, NVIDIA really specializes in applying neural networks to autonomous vehicle challenges.
One of the best developments around self-driving cars in the last few years is how open companies have become in sharing their technology, or at least the result of what their software can do. It’s a lot of fun to watch.