Labs

Comparison of expensive LiDAR hardware versus Peregrine Visual SLAM software on a standard camera. We are living through a pivotal moment in machine perception. For the last decade, the prevailing wisdom in autonomous driving and advanced robotics was simple: if you want a machine to truly understand the 3D world around it, you need LiDAR.

Visual SLAM vs. LiDAR: Achieving Spatial Intelligence Without the Hardware Tax

We’ve all seen the prototype vehicles outfitted with spinning laser arrays on their roofs. They are engineering marvels, spinning tens of thousands of dollars’ worth of delicate hardware to generate precise, dense point clouds of their environment. In a controlled R&D setting with unlimited budgets, LiDAR is spectacular. But the real world doesn’t operate on […]

Visual SLAM vs. LiDAR: Achieving Spatial Intelligence Without the Hardware Tax Read More »

Peregrine.ai & Gaia-X 4 Advanced Mobility Services (AMS)

Peregrine.ai in Gaia-X 4 Advanced Mobility Services: Building Edge Intelligence for a Sovereign Mobility Ecosystem

From 2021 to 2025 Peregrine.ai took part in Gaia-X 4 Advanced Mobility Services (AMS), a European research programme within the Gaia-X 4 Future Mobility family funded by the German Federal Ministry for Economic Affairs and Climate Action (BMWK). The goal of Gaia-X 4 AMS was to develop the foundations of an open, federated data ecosystem

Peregrine.ai in Gaia-X 4 Advanced Mobility Services: Building Edge Intelligence for a Sovereign Mobility Ecosystem Read More »