ai-powered vision

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

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

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

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

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

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Edge AI vs Cloud AI

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

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

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

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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AI contextual awareness for fleet dashcams to understand scene complexity and reduce false positives.

Vision-Based Safety: Reducing False Positives Generated by Fleet Dashcams with Cloud AI

In our last blog post, we delved into the transformative benefits of leveraging AI at the edge, exploring how it brings intelligence closer to devices and processes. Building on that discussion, we now turn our attention to another dimension of technological innovation: the integration of cloud computing in tandem with fleet dashcams and Computer Vision

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AI at the Edge Transforms Fleet Safety Technology with Video Telematics

Vision-Based Safety: AI at the Edge in Video Telematics

In the fast-evolving world of fleet management, video telematics has emerged as a game-changer. This cutting-edge technology combines video data and vehicle telemetry to offer comprehensive insights into fleet operations. As we navigate through the details of this technology, it’s crucial to weigh its advantages against its concerns. Let’s investigate how AI at the edge

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