Dataset Versions

v1

2024-08-20 8:06pm

Generated on Aug 20, 2024

Dataset Split

Train Set 79%
33Images
Valid Set 14%
6Images
Test Set 7%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 12% of images
Hue: Between -20° and +20°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1px