Boosting Perception With Synthetic Data

Omar Maher provides a comprehensive look at the adoption, developments, and challenges in the world of Synthetic Data Generation.

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Omar Maher is Director of Product Marketing at Parallel Domain, a startup that is advancing machine perception capabilities by harnessing the power of synthetic data. We delve into the growing adoption of synthetic data and the factors driving its use. We discuss major developments in synthetic data generation and its overlap with Generative AI. The conversation also covers data privacy, intellectual property, the generation of structured data like LiDAR, the current state of adoption, and key research directions to overcome existing challenges.

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[Image: Synthetic Data Generation – by Ben Lorica, using images from Infogram.]