Dataset Versions

v8

2024-08-23 1:33pm

Generated on Aug 23, 2024

Dataset Split

Train Set 87%
2037Images
Valid Set 8%
196Images
Test Set 4%
96Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 1.09% of pixels