Dataset Versions

v1

2024-03-25 9:59pm

Generated on Mar 26, 2024

Dataset Split

Train Set 94%
3374Images
Valid Set 4%
138Images
Test Set 2%
69Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 53% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±20° Horizontal, ±20° Vertical
Blur: Up to 2.5px