Dataset Versions
Versions
v1
2023-11-09 4:46pm
Generated on Nov 9, 2023
1583 Total Images
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Dataset Split
Train Set 92%
1461Images
Valid Set 6%
92Images
Test Set 2%
30Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Hue: Between -22° and +22°
Saturation: Between -25% and +25%
Exposure: Between -11% and +11%
Noise: Up to 5% of pixels