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

Milagros Miceli, Martin Schuessler, Tianling Yang

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 annota…