University

USV_Cat

Classification

USV_Cat Image Dataset

v2

2023-11-07 8:51am

Generated on Nov 7, 2023

Dataset Split

Train Set 88%
5025Images
Valid Set 8%
472Images
Test Set 4%
232Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
USV-TYPES
4616 images
CZU
individual-use
7112 images
-Voids-Rebars-Ducts-delamination
208 images