Dataset Versions
v4
2024-05-24 7:31pm
Generated on May 24, 2024
3617 Total Images
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Dataset Split
Train Set 88%
3165Images
Valid Set 8%
302Images
Test Set 4%
150Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Noise: Up to 0.3% of pixels