Dataset Versions

v1

2024-05-16 3:29am

Generated on May 16, 2024

Dataset Split

Train Set 91%
10233Images
Valid Set 6%
641Images
Test Set 3%
339Images

Preprocessing

Auto-Orient: Applied
Static Crop: 21-78% Horizontal Region, 21-80% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Saturation: Between -21% and +21%