Reuse test drives to validate various weather and lighting conditions
In ADAS & AV development, traditional data collection is costly, time-consuming, and often lacks the diverse conditions essential for robust AI training. This limitation hinders model performance in real-world scenarios. Most test drives are conducted in clear and sunny conditions, but ADAS training and validation require broader coverage, encompassing diverse weather and lighting conditions.
DriveMatriX uses your existing test drive videos to create numerous clones under diverse weather and lighting conditions. It seamlessly integrates into data pipelines, enhancing real data efficiently and reducing the need for additional drives. DriveMatriX ensures comprehensive training and can operate independently as a service managed by Cognata.
