Dataset Versions

v4

v4

Generated on Mar 23, 2024

Dataset Split

Train Set 92%
3537Images
Valid Set 6%
220Images
Test Set 3%
100Images

Preprocessing

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

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±12° Horizontal, ±6° Vertical
Noise: Up to 0.38% of pixels