The Detroit auto show aims to bring a fresh start to the industry after a bumpy 2018.

The event, officially known as the North American International Auto Show, will spend the next two weeks doing what it has done for more than a century: Show off the latest car models. Among the new vehicles in the spotlight this year are a Toyota Supra sports car and a large Cadillac crossover, called the XT6.

Still,...