Dataset Versions

v3

2024-07-17 11:41am

Generated on Jul 17, 2024

Dataset Split

Train Set 88%
63Images
Valid Set 10%
7Images
Test Set 3%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Exposure: Between -13% and +13%
Noise: Up to 3.74% of pixels
Cutout: 6 boxes with 12% size each