It will still take some time before fully-autonomous vehicles come onto the streets - even though the automotive industry is currently discussing automated driving intensively.
Developments are evolutionary. Step by step, the technologies must emerge but they have to be powerful enough and require little energy at the same time.
Download the Article “Neural Networks in Automotive – combined to traditional computer vision” to understand how DNNs will complement traditional computer vision implementations.
Download the Article “Reliability, safety, cost control:
the benefits of open source for ADAS and automated driving
”
