Dataset Versions

v10

2024-02-11 10-29am extremes

Generated on Feb 11, 2024

Dataset Split

Train Set 91%
1155Images
Valid Set 6%
76Images
Test Set 3%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images
Hue: Between -180° and +180°
Saturation: Between -85% and +85%
Exposure: Between -45% and +45%
Blur: Up to 25px
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Brightness: Between -51% and +51%