Software Code Rot: Symptoms & Remedies

Software Code Rot: Symptoms & Remedies

MotiveTwo types of code rotWhy does code rot?Recognizing code rotThe refactor’s fallacyThe 5 step treatmentTherapy is not an adventureMotiveWe build our ideas into reality hoping they would live forever. Software designers, like other engineers, tend to forget that once your work of art is complete, the battle for

Announcing change detection for road signs

Announcing change detection for road signs

“Change is the only constant” - Heraclitus Nexar has always prided itself on its coverage, and the ability to provide a constant stream of fresh images from the road. With 130 million miles driven monthly (and growing), Nexar captures very recent images of roads everywhere. If something changes, whether a

Imagining vision-based connected car camera applications

Imagining vision-based connected car camera applications

By 2024 most new car models will include several built-in cameras. Cameras are there for the cars to “see” — the road, cyclists, pedestrians, road signs and more. Most industry pundits focus on the use of car-sight as cars evolve to self-driving. Yet, even before, during and after self-driving becomes a

Do Cities Need Fresh Images For Better City/Road Management?

Do Cities Need Fresh Images For Better City/Road Management?

Can artificial intelligence do the job? When cities need to make decisions about managing assets, streets, permits, they need to be able to see what is actually going on. Some of this depends on actual human sight, such as looking at a road, assessing damage, or checking whether a work

To make autonomous vehicles a reality, a change of course is needed

To make autonomous vehicles a reality, a change of course is needed

In 2015 the Guardian predicted that “In 2020, you’ll be a permanent backseat driver”. It is now 2021, and current predictions forecast many more years before we see this level of autonomous driving. Another thing is becoming evident, too: people expect AVs to drive better than humans, with no

How fresh is OSM in terms of stop sign detections?

How fresh is OSM in terms of stop sign detections?

Is OSM data about stop signs fresh and conclusive, or does it require some additional work? We asked this question after reading ״How Lyft discovered OpenStreetMap is the Freshest Map for Rideshare”, which covered OSM’s road class, directionality and lane metadata. We wanted to add our insights on OSM’

Parking and curb-space: can you map it in real-time?

Parking and curb-space: can you map it in real-time?

What it takes to create a crowd-sourced identification of free, on-street, parking During February 2021 we used images collected from dash cams and AI to map on-street parking spots in Milan. We wanted to understand the city’s curb-side and prove the value of real-time, free-parking-spot detections for drivers and

Abstracting The Earth So That Cars Can Communicate

Abstracting The Earth So That Cars Can Communicate

A shared understanding of the roadWhat if cars could “communicate” to create a common understanding of the road they are in? Actually, they already do. You’re driving: you see a brake light ahead. You brake instinctively, trying to avoid a rear-end collision. This is basic communication, and it’s

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