Dataset Versions

v1

2023-03-12 7-33pm

Generated on Mar 12, 2023

Dataset Split

Train Set 86%
102Images
Valid Set 8%
10Images
Test Set 6%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -17° and +17°
Brightness: Between -25% and +25%
Exposure: Between -20% and +20%
Noise: Up to 7% of pixels

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