Dataset Versions
v2
2024-05-23 9:07pm
Generated on May 23, 2024
620 Total Images
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Dataset Split
Train Set 88%
546Images
Valid Set 8%
52Images
Test Set 4%
22Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±14° Vertical
Blur: Up to 4px
Noise: Up to 0.1% of pixels