Designing an open source machine learning platform for autonomous vehicles Ubuntu

Self-driving cars are one of the most notable technology breakthroughs of recent years. The progress that has been made from the DARPA challenges in the early 2000s to Waymo's commercial tests is astounding. Despite this rapid progress, much still needs to be done to reach full autonomy without humans in the loop – an objective also referred to as SAE Level 5. Infrastructure is one of the gaps that need to be bridged to achieve full autonomy. Embedding the full compute power needed to fully automatise vehicles may prove challenging. On the other hand, relying on the cloud at scale would pose latency and bandwidth issues.