Dataset Versions

v4

2024-07-05 5:25am

Generated on Jul 5, 2024

Dataset Split

Train Set 92%
2046Images
Valid Set 4%
86Images
Test Set 4%
80Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Rotation: Between -4° and +4°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -8% and +8%
Blur: Up to 1.5px
Noise: Up to 1.01% of pixels