Dataset Versions

v1

2024-09-23 2:57pm

Generated on Sep 23, 2024

Dataset Split

Train Set 92%
70Images
Valid Set 5%
4Images
Test Set 3%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 0.5px
Noise: Up to 0.1% of pixels