Dataset Versions

v4

2024-01-05 1:36am

Generated on Jan 4, 2024

Dataset Split

Train Set 88%
726Images
Valid Set 8%
62Images
Test Set 4%
35Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -25° and +25°
Noise: Up to 0.1% of pixels