Dataset Versions

v7

test5best

Generated on Oct 25, 2023

Dataset Split

Train Set 88%
159Images
Valid Set 8%
15Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Grayscale: Apply to 40% of images
Brightness: Between -50% and +50%
Blur: Up to 4px