Julien P. Renoult

PlumageParts provides a dataset of 4,705 bird images annotated for nine plumage regions and benchmarks segmentation models, achieving 84.01% mean Intersection over Union with a frozen DINOv3 encoder.

This paper uses deep learning to detect sexual dimorphism in sociable weavers, finding higher accuracy than humans and identifying beak regions as key for sex prediction.