Publikationsdatenbank

The performance of deep neural networks in computer vision tasks depends heavily on access to large, diverse, and well-documented datasets. However, such datasets are often scattered across the web and lack standardized formats, making automated integration into training pipelines challenging.This work presents a prototype pipeline designed to address this issue by targeting datasets listed in a semi-structured format on CVonline’s “Image Databases” page (https://homepages.inf.ed.ac.uk/rbf/CVonline/Imagedbase.htm). [...]