notesum.ai

Published at November 18

WoodYOLO: A Novel Object Detector for Wood Species Detection in Microscopic Images

cs.CV

cs.AI

Released Date: November 18, 2024

Authors: Lars Nieradzik¹, Henrike Stephani¹, Jördis Sieburg-Rockel², Stephanie Helmling², Andrea Olbrich², Stephanie Wrage², Janis Keuper³

Aff.: ¹Image Processing Department, Fraunhofer ITWM; ²Thünen Institute of Wood Research; ³Institute of Machine Learning and Analysis (IMLA), Offenburg University

Arxiv: http://arxiv.org/abs/2411.11738v1

Architecture	F2 Score
YOLOv10-S	0.691
YOLOv10-M	0.719
YOLOv7-W6	0.783
YOLOv7-tiny	0.723
Ours	0.848