Cognata Unveils GenAI-Powered Technology: DriveMatriX Free Perception Training Dataset Now Available For Download – Real Data Solution
September 2024
Cognata Unveils GenAI-Powered Technology: DriveMatriX, Announcing a Free Perception Training Dataset – Real Data Solution
Rehovot, Israel, 11/9/2024 – Cognata Ltd, a global leader in autonomous vehicle (AV) and ADAS data generation technologies, proudly announces the release of its GenAI-driven technology: DriveMatriX, marking a significant leap forward in AV development. With this cutting-edge real-data solution,
Cognata now offers a unique combination of real-data augmentation and photorealistic synthetic data generation for perception training and validation.
DriveMatriX allows companies to take existing real data from test drives and create multiple, high-fidelity versions under varying weather and lighting conditions. This means developers can now easily generate complex scenarios from existing clear weather data, such as rain, snow, fog, or different times of day, ensuring more comprehensive and accurate validation of AV and ADAS perception.
A New Approach: Real-World and Synthetic Data for Different Use Cases
While synthetic data has played a crucial role in Cognata’s technology portfolio, Cognata’s DriveMatriX real-data technology now enables a new approach for the use of real-world test data.
This ensures comprehensive testing across different scenarios, allowing developers to train and validate perception systems with real data for real-world accuracy, while synthetic data provides additional flexibility in exploring edge cases and less common conditions. Together, these solutions address all key aspects of AV development, ensuring unmatched reliability and versatility.
Revolutionary Reuse of Existing Drives
DriveMatriX stands apart with its ability to leverage existing test drives, allowing organizations to reuse valuable data and apply DriveMatriX’s augmentation to create multiple test environments. This greatly reduces the need for repeated physical testing, saving time, cost, and resources in AV development while ensuring systems are exposed to a wide range of on-road scenarios.
Free Dataset Now Available
To showcase the capabilities of DriveMatriX, Cognata is making its first output available to the AV community through a free, downloadable dataset. This dataset, now available on the Cognata website, is designed to aid developers and researchers in training and validating perception systems. The dataset demonstrates the platform’s ability to seamlessly address real data needs, providing a valuable tool for any AV development effort.
“We are excited to offer the industry a new level of flexibility and accuracy in AV training through the DriveMatriX technology,” said Danny Atsmon, Founder and CEO of Cognata. “The integration of both real-world data and synthetic data capabilities ensures our platform can meet the highest standards for perception validation, helping developers to benchmark their systems with the utmost confidence.”
About Cognata
Cognata Ltd. is a world leader in data generation for autonomous vehicles and ADAS technologies. By leveraging its robust platform, Cognata helps automakers, suppliers, and tech companies reduce development time, improve performance, and accelerate the deployment of safe, reliable autonomous systems.
For more information, and to download the free dataset, visit: Cognata DriveMatriX
Contact
Shay Rootman, VP Business Development and Marketing
shay@cognata.com