Dataset Versions

v1

2024-06-14 12:40pm

Generated on Jun 14, 2024

Dataset Split

Train Set 88%
45Images
Valid Set 6%
3Images
Test Set 6%
3Images

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, Upside Down
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±5° Horizontal, ±5° Vertical
Noise: Up to 0.1% of pixels

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