Dataset Versions

v4

2024-10-01 1:10pm

Generated on Oct 1, 2024

Dataset Split

Train Set 95%
3879Images
Valid Set 5%
211Images
Test Set %
0Images

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: ±9° Horizontal, ±8° Vertical
Brightness: Between -46% and +46%
Blur: Up to 0.9px