Data Storage and Management for Image AI Pipelines

Image AI is essential for various applications, such as self-driving cars, medical imaging, and smart farming. Data management is key for efficient image AI, from how to store images to how to manage data while processing the images. This tutorial overviews the emerging area of image AI pipelines by combining approaches from various cross-disciplinary areas such as data management, digital signal processing, computer vision, and machine learning. We specifically focus on image storage and data management.