Dataset Versions
v4
2024-05-21 2:18pm
Generated on May 21, 2024
251 Total Images
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Dataset Split
Train Set 87%
219Images
Valid Set 9%
22Images
Test Set 4%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -3° and +3°
Saturation: Between -5% and +5%
Brightness: Between -5% and +5%
Exposure: Between -1% and +1%
Noise: Up to 0.1% of pixels