Dataset Versions

v4

maprao

Generated on Feb 10, 2024

Dataset Split

Train Set 72%
1983Images
Valid Set 14%
391Images
Test Set 14%
394Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between 0% and +21%