Dataset Versions

v11

2024-11-20 12:45am

Generated on Nov 19, 2024

Dataset Split

Train Set 87%
3189Images
Valid Set 9%
332Images
Test Set 3%
124Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -16% and +16%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels