Computer hardware and software for self-driving vehicles for enhancing the design of autonomous vehicles, monitoring the functionality and operating features of self-driving vehicles, and improving safety; computer hardware for use by vehicle manufacturers in the field of self-driving vehicle technology; lidar apparatus for use in connection with autonomous vehicle sensing systems; computer hardware and software for detecting and classifying objects on a road or a field; depth sensors for use in object detection and classification; computer hardware systems for laser scanning in connection with object detection and classification; computer hardware, sensors and software for vision and perception for use in navigating vehicles; computer hardware, sensors and software for vision and perception for use with autonomous mobility
Electrical and Scientific Apparatus