Dataset Versions
v3
Final V2
Generated on Nov 13, 2023
7841 Total Images
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Dataset Split
Train Set 92%
7236Images
Valid Set 6%
457Images
Test Set 2%
148Images
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 -25° and +25°
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Noise: Up to 5% of pixels