notesum.ai

Published at December 6

MozzaVID: Mozzarella Volumetric Image Dataset

cs.CV

eess.IV

Released Date: December 6, 2024

Authors: Pawel Tomasz Pieta¹, Peter Winkel Rasmussen, Anders Bjorholm Dahl, Jeppe Revall Frisvad, Siavash Arjomand Bigdeli, Carsten Gundlach, Anders Nymark Christensen

Aff.: ¹Technical University of Denmark

Arxiv: http://arxiv.org/pdf/2412.04880v1

Granularity	Coarse						Fine
Split	Small		Base		Large		Base		Large
Dimensionality	2D	3D	2D	3D	2D	3D	2D	3D	2D	3D
ResNet50	0.360	0.820	0.661	0.973	0.877	0.993	0.403	0.690	0.678	0.935
MobileNetV2	0.160	0.460	0.525	0.964	0.855	0.909	0.369	0.733	0.717	0.805
ConvNeXt-S	0.100	0.200	0.394	0.805	0.713	0.936*	0.102	0.733	0.488	0.877*
ViT-B/16	0.220	0.240	0.428	0.819	0.597	0.927	0.181	0.541	0.437	0.855
Swin-S	0.380	0.660	0.663	0.941	0.894	0.976*	0.376	0.708	0.704	0.922*
Average	0.244	0.476	0.534	0.900	0.787	0.948	0.286	0.681	0.605	0.885