Dataset Versions
Versions
v1
2024-11-13 8:59am
Generated on Nov 13, 2024
17388 Total Images
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Dataset Split
Train Set 87%
15213Images
Valid Set 8%
1444Images
Test Set 4%
731Images
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 -11° and +11°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%