(CNN)Road accidents kill around 1.3 million people and injure tens of millions more each year, according to the World Health Organization.
Can smart sensor systems anticipate and avoid danger?
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A start-up based in Dubai and Detroit is among those testing advanced technology solutions that could bring those numbers down.
Derq is developing systems to better understand where danger spots are. The company uses a combination of sensors on roads, artificial intelligence, and computers in cars to notify drivers of potential hazards.
For example, Derq's technology can use roadside cameras to detect if a driver is approaching a jaywalker. It will then send audible and visual alerts to the driver to warn them of the danger.
The system can also spot bad drivers. Roadside cameras or radars can track every car approaching an intersection, and Derq's AI can predict their trajectories -- so if a car is about to run a red light, Derq's software can warn other motorists.
The company says it's focused on deploying its technology on the most dangerous intersections initially. In many cities, these intersections already have cameras, so Derq aims to partner with the cities to make use of these cameras.
CEO Georges Aoude is an MIT grad with a PhD and a master's degree in aerospace engineering.
While doing his PhD in autonomous vehicles (not just cars, but also satellites and drones) he worked on developing technology to make roads safer and smarter. "There was a clear gap in the market," said Aoude.
In 2016, five years after completing his PhD, Aoude's patent for Derq was ready and he says senior leadership in Dubai approached him, saying they wanted to support the technology.
Within a few months Derq was allowed to test its technology on certain roads there. Aoude noted that Dubai has a goal of having 25% all vehicles autonomous by 2030. "We knew what we were doing was aligned with many key priorities of Dubai," he said.
An office in Detroit followed in 2017, with permission to try its technology on select roads around the city. The start-up is also working on a pilot project in Ohio, and has an ongoing project in Vienna, Austria, Aoude said.
As well as warning of hazards, Derq's system can help detect and predict traffic congestion and it is also working with the developers of autonomous vehicle fleets to demonstrate how it can improve safety and give passengers a smoother ride, says Aoude.
Derq is not the only company working in t