According to foreign media reports, Netradyne, an artificial intelligence (AI) and edge computing SaaS provider, has launched its cutting-edge driver fatigue monitoring system (DMS) sensor. This revolutionary technology outperforms industry standards in detecting and solving fatigue driving. Based on years of sleep research and a large data set, Netradyne's third-generation fatigue detection technology can now identify early fatigue. Unlike existing solutions that only detect severe or acute fatigue, the company's technology can enable active intervention, thereby greatly reducing the risk of collisions.
Image source: Netradyne
Netradyne's industry-leading accuracy provides drivers with real-time, precise alerts, enabling them to prevent collisions. With this solution, fleets can: save lives; reduce risk and improve road safety; reduce liability and litigation costs and see a faster return on investment.
Sleep deprivation creates microsleeps, which typically last four to five seconds. According to NHTSA, a vehicle traveling at 55 miles per hour can travel 100 yards before the driver wakes up from microsleep. This problem has serious consequences. Data shows that 10-20% of serious collisions are caused by driver drowsiness. Traditional drowsiness detection systems try to address this silent killer through a narrow view of drowsiness and reduce performance at critical times (at night when light is low).
The sensor detects early and late stages of drowsiness as defined in academic literature. Netradyne is therefore able to provide early warnings to drivers and predict future acute drowsiness. In addition, the sensor is sensitive when operating at night in low light and can detect drowsiness even when the driver is wearing sunglasses.
The solution enables timely and accurate alerts by accurately detecting subtle behaviors that indicate drowsiness, such as microsleeps (eye closure), blink measurements, and percentage of eye closure over time (PERCLOS), which can objectively detect the onset of drowsiness. In addition, it is able to distinguish between different levels of drowsiness, allowing for a more targeted and urgent response. With an optimized mounting position and seamless integration with the Driver•i® system, as well as multi-camera views, Netradyne is able to provide a comprehensive and reliable driver monitoring solution.
“While 95% of Americans recognize the dangers of drowsy driving, according to the National Sleep Foundation (NSF), most still engage in this risky behavior. For those who rely on driving for a living, the risk is even greater,” said Adam Kahn, President of Netradyne. “We put the driver first, so we had to develop an accurate sensor that avoids false positives without compromising driver safety on the road. Unlike other subjective products on the market, Netradyne’s DMS sensors are based on objective and measurable science. Our comprehensive solution will give drivers and safety managers peace of mind and help prevent drowsy driving accidents.”
In addition to the in-car view, the solution also utilizes external cameras to assess road behavior, such as lane departure, which may help detect drowsiness, providing a holistic view and situational context. Using the data collected, managers can better understand patterns of fatigued driving behavior, help inform and focus coaching sessions, and develop adjusted schedules based on the data to mitigate the likelihood of dangerous situations.
Progressive fatigue detection enables managers to intervene effectively. Advanced fatigue driving detection provides drivers with early warnings, allowing them to take immediate action to prevent accidents and promote road safety.
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