Join Apex.AI and driveblocks as we explore how reliable perception and a safe software framework enable autonomy in challenging agricultural and off-highway environments—from unstructured forests to 24/7 machine operation in the field.

 

We’ll walk through real-world integration challenges and solutions when deploying a LIDAR- and camera based perception stack, based on the driveblocks Autonomy Stack running on Apex.OS. This session will highlight:
 



What it really takes to move perception from prototype to production


How worst-case execution time and predictable latency make or break autonomous performance


Benchmarks on embedded hardware


Lessons from real deployments: person detection, tracking, and motion estimation in low visibility


How a pre-integrated, production-grade software stack reduces upfront investment while delivering robust performance


Integration into your existing toolchains and workflows (ROS, AUTOSAR, DDS) and work process automation algorithms 



 

Get a firsthand look at how performance, modularity, and safety certification come together — and how you can accelerate your development with an off-the-shelf autonomy foundation.