Dataset Versions
Versions
v1
2024-12-07 7:06pm
Generated on Dec 7, 2024
10631 Total Images
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Dataset Split
Train Set 79%
8427Images
Valid Set 20%
2171Images
Test Set 0%
33Images
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°
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0.5px
Noise: Up to 0.97% of pixels