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
Potential Vendors
Bosch,Nuance
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