Dataset Versions
Versions
v4
2024-12-23 11:53am
Generated on Dec 23, 2024
983 Total Images
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Dataset Split
Train Set 88%
861Images
Valid Set 8%
81Images
Test Set 4%
41Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 800x800
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 1.8% of pixels