Using HUB Format to easily stream CV Datasets to Sagemaker

Speakers: Davit Buniatyan, CEO and Founder, Activeloop | Ivo Stranic, Head of Product, Activeloop

Learn how building a solid data foundation can help unlock the full potential of SageMaker and make training more accurate and cost-effective for computer vision models. In this session, we present Activeloop Hub - a simple, open-source API for transforming and streaming data while training models at scale. We discuss how adopting a dataset format specifically designed for AI allows for easy creation, storing, version-control and collaboration for CV datasets of any size. In addition, we present an instant way to visualize and explore your data. Overall, you will be able to adopt a radically simpler SageMaker experience - both for you, and your computer vision datasets.