High-level Team context:At APTIV, we design, develop, and validate systems to improve safety and comfort in vehicles. This includes the development of innovative computer vision features and machine learning algorithms for interior and exterior cameras. Examples of features are vehicle and pedestrian detection, lane and traffic sign recognition, driver drowsiness sensing, seat occupancy monitoring, child presence detection, and hand gesture recognition.