Dataset Versions

v1

2024-05-09 5:39pm

Generated on May 9, 2024

Dataset Split

Train Set 91%
2403Images
Valid Set 5%
138Images
Test Set 3%
92Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 47-84% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 19% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±12° Horizontal, ±15° Vertical
Saturation: Between -29% and +29%