Filed Dec. 10, 2021

Serial No. 79339132

Examining Attorney KEVON CHISOLM

Class Computer software, provided through B2B (business-to-business) trade channels, namely, non-downloadable computer software used for the operation of partially automated, self-driving and autonomous vehicles; computer hardware with embedded operating system software; recorded operating system programs; computer software, provided through B2B (business-to-business) trade channels, namely, non-downloadable computer software used for the operation of partially automated, self-driving and autonomous vehicles in the field of drive assist, parking assist, safety, simulation and artificial intelligence functionalities and in operating partially automated, self-driving and autonomous vehicles; computer software and hardware, provided through B2B (business-to-business) trade channels, namely, non-downloadable software and hardware used for artificial intelligence, deep learning, computer vision, image analysis, autonomous vehicle monitoring and control, driver-assisted vehicle monitoring and control, human-machine interfaces for vehicles, vehicle subsystem monitoring and control, object detection, lane detection, semantic segmentation for vehicle control, multi-object tracking, decision-making for vehicle control, navigation and mapping generation, object recognition; sensors used for environment recognition, namely, cameras, lidar, radar, thermal camera, infrared (IR) cameras; portable GPS units; electric and electronic sensors and detector units used for recognition of the environment as part of partially automated, self-driving and autonomous vehicles and drive assist and safety devices and systems, namely, forward collision warning systems comprised of perception, prediction and planning systems, autonomous emergency brakes, backward collision warning systems comprised of perception, prediction and planning systems, lane departure warning systems comprised of perception, prediction and planning systems, lane keep assist systems comprised of perception, prediction and planning systems, blind spot detection systems comprised of perception, prediction and planning systems, adaptive cruise control systems comprised of perception, prediction and planning systems, automated lane centering systems comprised of perception, prediction and planning systems, highway assist systems comprised of perception, prediction and planning systems, electronic automated traffic jam pilots; parking assist devices and systems, namely, smart parking assist systems comprised of perception, prediction and planning systems, forward-backward parking sensors, automated parking systems comprised of perception, prediction and planning systems; advanced driving visibility devices and systems comprised of perception, prediction and planning systems; computer software and hardware, provided through B2B (business-to-business) trade channels, namely, non-downloadable computer software and hardware for operating partially automated, self-driving and autonomous vehicles; computer software and hardware, provided through B2B (business-to-business) trade channels, namely, non-downloadable computer software and hardware for use with partially automated, self-driving and autonomous vehicles; computer software, provided through B2B (business-to-business) trade channels, namely, non-downloadable computer software enabling partially automated, self-driving and autonomous functionalities using neural networks; computer software and hardware, provided through B2B (business-to-business) trade channels, namely, non-downloadable computer software and hardware for partially automated, self-driving and autonomous vehicles, namely, for artificial intelligence, deep learning, computer vision, image analysis, image recognition, partially automated and autonomous vehicle monitoring and control, driver-assisted vehicle monitoring and control, vehicle subsystem monitoring and control, decision-making for vehicle control, adapting to different driving cultures and situation-specific driving styles, human-machine interfaces for vehicles, object detection, lane detection, semantic segmentation for vehicle control, multi-object tracking, tracking and predicting motion patterns of surrounding objects, recognizing emergency situations, navigation and self-localization, facial analysis, and image recognition; computer software and hardware, provided through B2B (business-to-business) trade channels, namely, non-downloadable computer software and hardware for use with artificial intelligence applicable to partially automated, self-driving and autonomous vehicles; apparatus for the processing of image; navigation, guidance, tracking, targeting and map making devices and systems comprised of vehicles, GPS and Lidar or radar for operating partially automated, self-driving and autonomous vehicles, artificial intelligence and non-downloadable machine learning software, all provided through B2B (business-to-business) trade channels; computer software, provided through B2B (business-to-business) trade channels, namely, non-downloadable artificial intelligence software for vehicles used for partially automated, self-driving and autonomous vehicles; computer software and hardware, provided through B2B (business-to-business) trade channels, namely, non-downloadable computer software and hardware used for partially automated, self-driving and autonomous vehicles relating to artificial neural network; sensors, namely, cameras, Lidar, radar for determining position; computer software and hardware, provided through B2B (business-to-business) trade channels, namely, non-downloadable computer software and hardware for simulator environments, namely, environment and weather simulation, and sensor simulation; computer software and hardware, provided through B2B (business-to-business) trade channels, namely, non-downloadable computer software and hardware for simulator environments for testing and training of self-driving and autonomous vehicle functionalities; simulator environments allowing end-to-end and component-based testing of self-driving and autonomous vehicle functionalities; real-time simulator environments rendering photo-realistic images of 3d objects to be used for neural network training; computer software, provided through B2B (business-to-business) trade channels, namely, non-downloadable computer software for virtual validation; recorded computer operating system software for virtual environments in the field of Advanced Driver Assistance Systems (ADAS) and automated driving verification and validation; 3d environment simulator to simulate sensors to test perception components of automated driving; test management framework for simulation and testing; computer software and hardware, provided through B2B (business-to-business) trade channels, namely, non-downloadable computer software and hardware for artificial intelligence functionalities, namely, object detection, prediction, environment recognition; artificial intelligence optimized hardware units for use with neural networks; scalable hardware solutions, namely, neural processing unit for accelerating artificial intelligence functionalities; scalable hardware solutions, namely, chip design, neural processing unit for accelerating artificial intelligence functionalities for partially automated and autonomous driving; data processing hardware units and computer software, provided through B2B (business-to-business) trade channels, namely, non-downloadable software for use with neural networks; computer hardware components, namely, semiconductor devices, semiconductor chips and FPGA (field-programmable gate array) devices for data processing and artificial intelligence functionalities for the operation of partially automated, self-driving and autonomous vehicles; 021; 023; 026; 036; 038; 019; 021; 023; 031; 035; 044; 100; 101