aiData is an automated data pipeline tailored for Advanced Driver-Assistance Systems (ADAS) and Autonomous Driving (AD). This system is crucial for processing and transforming extensive real-world driving data into meticulously annotated, training-ready datasets. Its primary focus is on efficiency and precision, significantly reducing the manual labor traditionally associated with data annotation. aiData dramatically speeds up the data preparation process, providing real-time feedback and minimizing data wastage.
By employing the aiData Auto Annotator, the system offers superhuman precision in automatically identifying and labeling dynamic entities such as vehicles and pedestrians, achieving significant cost reductions. The implementation of AI-driven data curation and versioning ensures that only the most relevant data is used for model improvement, providing full traceability and customization throughout the data's lifecycle.
The pipeline further includes robust metrics for automatically verifying new software outputs, ensuring that performance stays at an optimal level. With aiData, companies are empowered to streamline their ADAS and AD data workflows, ensuring rapid and reliable output from concept to application.
