Martin Schuessler

Between Subjectivity and Imposition: Power Dynamics in Data Annotation for Computer Vision

The interpretation of data is fundamental to machine learning. This paper investigates practices of image data annotation as performed in industrial contexts. We define data annotation as a sense-making practice, where annotators assign meaning to data through the use of labels. Previous human-centered investigations…