Dataset Versions

v8

2024-11-01 2:31pm

Generated on Nov 1, 2024

Dataset Split

Train Set 87%
2553Images
Valid Set 8%
244Images
Test Set 4%
121Images

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