Dataset Versions

v6

2024-06-07 6:45pm

Generated on Jun 7, 2024

Dataset Split

Train Set 91%
6935Images
Valid Set 4%
268Images
Test Set 5%
384Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 736x736

Augmentations

Outputs per training example: 5
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -25% and +25%
Brightness: Between -23% and +23%
Exposure: Between -10% and +10%
Blur: Up to 1.1px
Noise: Up to 0.1% of pixels