Whombat: An open-source annotation tool for machine learning development in bioacoustics. - Santiago Martinez Balvanera; Oisin Mac Aodha; Matthew J. Weldy; Holly Pringle; Ella Browning; Kate E. Jones (CoRR, 2023)

Deep learning-based ecological analysis of camera trap images is impacted by training data quality and size. - Omiros Pantazis; Peggy Bevan; Holly Pringle; Guilherme Braga Ferreira; Daniel J. Ingram; Emily Madsen; Liam Thomas; Dol Raj Thanet; Thakur Silwal; Santosh Rayamajhi; Gabriel J. Brostow; Oisin Mac Aodha; et al. (CoRR, 2024)