Avoiding Data Leakage in Synthetic Data Projects
Synthetic data offers vast opportunities for machine learning model training without real-world constraints. Yet, beneath this promise lies the risk of…
Read more →Cognata builds a cloud-based simulation platform that generates synthetic sensor data to mimic real-world driving conditions for testing and validating autonomous-vehicle and ADAS systems. Its products include SimCloud, a digital-twin-based synthetic data and simulation environment, and DriveMatrix, which augments real driving data with generative methods. The company was founded in 2016 and is based in Rehovot, Israel; its customers have included Audi.
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