FUNCTIONALITIES
AAI provides scalable data annotation and labelling services for automotive AI development, perception systems, driver assistance functions and automated driving applications.
Combining automated annotation technologies with human quality assurance, AAI supports the creation of structured datasets for AI training, perception validation and benchmarking.
Key capabilities include:
Manual, semi-automated and automated annotation of images, video sequences and sensor data.
Object detection and classification, semantic segmentation, road and lane annotation, and automotive scene interpretation.
Human-in-the-loop workflows combining automated pre-labelling with manual review and correction.
Integration of annotation workflows into customer-provided labelling platforms and data environments.
Development of specialised annotation tools and workflows for project-specific requirements.
Quality assurance processes with defined acceptance criteria, consistency checks and performance monitoring.
Scalable data processing for large automotive datasets and recurring production programmes.
Services are tailored to customer-specific annotation requirements, data formats and quality targets, supporting both development datasets and validation-oriented ground truth production.
