AI Use Case

Automate key tasks to support human driver

Driving assistant - example tasks might be auto-parking or autopilot features on highways. Both enable the driver to sit back but require continued monitoring of the situation.

Function

Benefits

Revenue - Customer experience

Case Studies

Mercedes-Benz~Mercedes-Benz claims 20% increase in parking garage space by implementing autonomous valet parking system developed with Bosch,Uber~Uber's self driving car failed to visualise and recognise a pedestrian and the potential risk in real-time resulting in a fatal accident,Tesla Inc~Drivers demonstrate Tesla's Autopilot limitations in recreation of fatal Model X crash at exact same location,Mercedes-Benz~Mercedes-Benz learns driver and passenger preferences to provide a personalised and connected experience using machine learning and conversational agent

Industry

Consumer Goods And Services

Automobiles And Parts

Data Sets

Video,Images,Time series

AI Technologies

ML Task - Action Selection - Reinforcement Learning ,ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification,ML Task - Prediction - Regression,ML Task - Prediction - Annotation,ML Task - Grouping - Anomaly Detection,ML Task - Prediction - Data Translation/Transformation,Traditional AI

Potential Vendors

Bosch,Nuance