 Beigel 2.0 is a web-based tool designed to facilitate the annotation of marine images. It provides tools tailored to increase efficiency and effectiveness when manually annotating benthic fauna in marine image collections. The software architecture of the system is explained, along with several use cases and future development plans. This article was authored by Daniel Langenkamper, Martin Zurowitz, Tim Schoening, and others.