Cyclists May Benefit The Most And Be The Greatest Challenge For Self-Driving Cars


Self-driving cars should eliminate accidents caused by purposeful intimidation and greatly reduce collisions caused by driver error. All of these things make bicycle recognition difficult for detection systems. Detection systems in autonomous vehicles rely on deep learning networks like Deep3DBox to recognize objects in the roadway. The networks in self-driving cars process information about what's going on in their immediate environment by combining what they've learned with information from high-definition street-view maps, cameras, and radar and lidar sensing systems.