Dataset Versions

v2

2023-10-20 11:25am

Generated on Oct 20, 2023

Dataset Split

Train Set 87%
276Images
Valid Set 6%
20Images
Test Set 6%
20Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 9% Maximum Zoom
Rotation: Between -22° and +22°
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Exposure: Between -11% and +11%
Bounding Box: Blur: Up to 1px