Speaker Details

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Danny Atsmon

Danny is a seasoned technologist and subject matter expert in the domains of machine learning, computer vision and automated driving. Leveraging this unique expertise, he has been in the business of launching high-tech products for more than 20 years. He served as Harman’s director of advanced driver assistance systems and senior director of machine learning, and has co-founded several successful technology companies operating at the intersection of artificial intelligence and automotive technology.

Presentation

MLOPS platform for synthetic and real data

ADAS and autonomous driving validation takes a very long time and generates a humongous amount of data (either synthetic or real). This data is usually left untouched not to mention any reuse, analysis or transformation. Cognata has developed a cloud-based MLOPS platform that gathers real and synthetic data, analyzes it and makes it reusable either as synthetic scenarios sensors using real-world data collection.