notesum.ai

Published at November 20

Entropy Bootstrapping for Weakly Supervised Nuclei Detection

cs.CV

cs.AI

Released Date: November 20, 2024

Authors: James Willoughby¹, Irina Voiculescu¹

Aff.: ¹University of Oxford, Department of Computer Science

Arxiv: http://arxiv.org/abs/2411.13528v1

Refer to caption

Labels	Model	Bounding Box
Labels	Model	mAP50	mAP75	mAP
GT (100%)	Resnet50	0.800	0.552	0.498
	Swin-S	0.838	0.604	0.537
	Swin-T	0.834	0.592	0.529
Weak (5%)	Resnet50	0.715	0.300	0.349
	Swin-S	0.719	0.295	0.347
	Swin-T	0.724	0.299	0.351