4 papers
ART-VS: Adaptive Resolution Tiling for Vision Transformer Visual Servoing
Alessandro Scherl, Bernhard Neuberger, Simon Schwaiger +3
Visual servoing with self-supervised Vision Transformer (ViT) features enables training-free robotic positioning with strong generalization, but faces a fundamental trade-off betwe…
Is AI currently capable of identifying wild oysters? A comparison of human annotators against the AI model, ODYSSEE
Brendan Campbell, Alan Williams, Kleio Baxevani +11
Oysters are ecologically and commercially important species that require frequent monitoring to track population demographics (e.g. abundance, growth, mortality). Current methods o…
ViT-VS: On the Applicability of Pretrained Vision Transformer Features for Generalizable Visual Servoing
Alessandro Scherl, Stefan Thalhammer, Bernhard Neuberger +2
Visual servoing enables robots to precisely position their end-effector relative to a target object. While classical methods rely on hand-crafted features and thus are universally…
ODYSSEE: Oyster Detection Yielded by Sensor Systems on Edge Electronics
Xiaomin Lin, Vivek Mange, Arjun Suresh +11
Oysters are a vital keystone species in coastal ecosystems, providing significant economic, environmental, and cultural benefits. As the importance of oysters grows, so does the re…