Teaching Autonomous Vehicles to 'See' Snow
March 23, 2023, Kitchener, Ontario
Posted by: Robert Deutschmann, Personal Injury Lawyer
The development of autonomous vehicles is a rapidly growing field of research worldwide, with many researchers and companies working on overcoming the challenges of navigating through different weather conditions, including snow. The use of AI and machine learning algorithms to train autonomous vehicles to detect and respond to snow-covered roads is a promising development in this field.
Researchers and companies around the world are developing different approaches to tackle this problem, including the use of specialized sensors such as lidar and radar, as well as the integration of cameras to capture high-resolution images of the road and surrounding environment. There is also a significant focus on developing algorithms that can adapt to different weather conditions and adjust the car's behavior accordingly.
An Ottawa company is doing key research into the field. The team at Sensor Cortek wait for bad weather before they go out on the roads. The heavier the snow the happier they are correcting data. They hope to help solve one of the biggest roadblocks to the adoption of autonomous vehicles in Canada and other norther countries.
Snow can be extremely difficult for AI and sensors to distinguish. They often become confused making it even more difficult to train the AI to see the road. Autonomous vehicles rely on Lidar and cameras and need a line of sight. Any obstruction including snow blocks that line of sight.
In addition to snow, researchers and companies are also working on overcoming other challenges facing self-driving cars, such as navigating through heavy rain, dust, fog, and glare from the sun. They are also focused on improving the accuracy and speed of decision-making systems to ensure the safety of passengers and other road users.
The global scale of research in autonomous vehicles is driving significant progress towards the development of self-driving cars that can safely and accurately navigate through a wide range of weather conditions and environments. With continued investment in research and development, it is likely that we will see more advances in this field in the coming years.
|Posted under Accident Benefit News
View All Posts
About Deutschmann Law
Deutschmann Law serves South-Western Ontario with offices in Kitchener-Waterloo, Cambridge, Woodstock, Brantford, Stratford and Ayr. The law practice of Robert Deutschmann focuses almost exclusively in personal injury and disability insurance matters. For more information, please visit www.deutschmannlaw.com or call us at 1-519-742-7774.
It is important that you review your accident benefit file with one of our experienced personal injury / car accident lawyers to ensure that you obtain access to all your benefits which include, but are limited to, things like physiotherapy, income replacement benefits, vocational retraining and home modifications.