Dataset Versions

v1

2023-12-19 11:03pm

Generated on Dec 19, 2023

Dataset Split

Train Set 87%
90Images
Valid Set 10%
10Images
Test Set 3%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 45% Maximum Zoom
Shear: ±15° Horizontal, ±25° Vertical
Blur: Up to 4.75px
Cutout: 14 boxes with 12% size each