Dataset Versions

v7

2024-10-12 1:00pm

Generated on Oct 12, 2024

Dataset Split

Train Set 82%
5103Images
Valid Set 14%
854Images
Test Set 5%
281Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 1.84% of pixels