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ai-powered vision

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

Labs /

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 […]

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Webfleet and Peregrine.ai partnership

Webfleet and Peregrine.ai collaborate on Visual Intelligence solution

Press Release, Vision-Based AI, Vision-Based Safety /

Amsterdam, 16 September 2025 – Webfleet, Bridgestone’s globally trusted fleet management solution, and Peregrine.ai, a Berlin-based startup transforming mobility through AI-powered vision systems, today announced the launch of a next-generation driver assistance solution. This solution sets a benchmark for fleet safety and is easily retrofitted into any commercial vehicle via an over-the-air update – regardless of make, model

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Peregrine.ai and Linqo Launch AI-Powered Video Telematics Solution for European Fleet Market

Fleet Management, Press Release, Vision-Based AI, Vision-Based Safety /

BERLIN & VILNIUS, May 14, 2025 —Peregrine.ai and Linqo GmbH have partnered to launch a fully integrated video telematics system, combining Peregrine’s edge-based computer vision software with Linqo’s established fleet management platform. The joint solution delivers real-time visual intelligence for commercial fleets across Europe, enhancing driver safety, operational efficiency, and compliance from day one. At

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Why Rideshare Drivers Across Europe Should Embrace Dashcams

Dash cam, Privacy & Data Protection, Vision-Based AI /

A Tale of Two Continents: Dashcams in the U.S. vs. EU In the United States, dashcams have become nearly standard equipment for rideshare drivers — and with good reason. American Uber and Lyft drivers quickly learned that having video evidence can make or break the outcome when something goes wrong. Whether it’s a collision, a

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Multitask Neural Networks: The Hidden Power Behind AI’s Most Advanced Visual Systems

Vision-Based AI /

When you look at a photograph, your brain instantly recognizes faces, objects, and even the depth and context of the scene. How can AI achieve the same level of understanding? The answer lies in multitask neural networks (MTNNs)—a powerful tool revolutionizing how machines interpret the world. Whether enabling autonomous vehicles to navigate, enhancing smart surveillance,

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A group of Peregrine Technologies team members, partners from T-Systems, and local stakeholders stand together near a dynamic speed limit sign displaying '30' in a school zone in Landshut, Germany. The group is gathered on a sidewalk, surrounded by autumn trees and buildings, marking the successful launch of the 5-SAFE AI-powered traffic safety system to enhance school zone safety.

Peregrine.ai and Partners Unveil 5-SAFE: An Advanced AI-Driven Traffic Safety System for Landshut’s School Zones

Vision-Based Safety /

Landshut, Germany – [November 2024] – Peregrine.ai, a pioneering force in AI-powered vision solutions, has deployed its state-of-the-art 5-SAFE system to revolutionize traffic safety in school zones. Designed and developed in collaboration with T-Systems, Landshut University of Applied Science, and the City of Landshut, and backed by Germany’s 5G Initiative and the Federal Ministry for

Peregrine.ai and Partners Unveil 5-SAFE: An Advanced AI-Driven Traffic Safety System for Landshut’s School Zones Read More »

Edge AI vs Cloud AI

Decoding Mobility Intelligence: Should You Invest in Edge AI or Cloud AI?

Uncategorized, Vision-Based Safety /

On a fine morning in Berlin, Anna (a fleet manager) watched as an alert popped up: one of her autonomous vehicles had just avoided a collision. The AI-powered dashcam detected a pedestrian stepping into the road and instantly triggered the brakes. This life-saving decision happened in real-time, thanks to Edge AI. Meanwhile, across town, urban

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AI in Fleet Management by Jorit Schmelzle

From Chaos to Clarity: The Impact of AI on Fleet Management

Fleet Management /

Meet Alex, a fleet manager for a mid-sized delivery company. Every morning, Alex faces a barrage of challenges: vehicles breaking down unexpectedly, drivers getting into minor accidents, and the ever increasing complexity of urban traffic while keeping costs low. Traditional telematics systems provide some help, but they often flood Alex with irrelevant alerts, making it

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AI at the Edge Transforms Fleet Safety Technology with Video Telematics

Fleet Safety Technology: AD Technology on Fleet Dashcams

Vision-Based Safety /

In today’s dynamic world, fleet safety technology is a critical concern for fleet managers and drivers alike. Our innovative software solution elevates outward facing fleet dashcams beyond just recording devices, transforming them into intelligent systems capable of understanding and interpreting the road. Leveraging environmental perception, computer vision, and data fusion with Inertial Measurement Units (IMUs),

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