Dataset Versions
v5
2024-10-10 1:44am
Generated on Oct 10, 2024
3665 Total Images
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Dataset Split
Train Set 87%
3192Images
Valid Set 9%
320Images
Test Set 4%
153Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -30% and +30%
Noise: Up to 1.41% of pixels