Example Dataset

v2

2024-04-04 1:45am

Generated on Apr 3, 2024

Dataset Split

Train Set 82%
9Images
Valid Set 9%
1Images
Test Set 9%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±14° Vertical
Saturation: Between -34% and +34%
Brightness: Between -19% and +19%
Blur: Up to 2.5px
Noise: Up to 1.96% of pixels