Dataset Versions
v10
2023-10-19 5:07am
Generated on Oct 18, 2023
3810 Total Images
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Dataset Split
Train Set 71%
2703Images
Valid Set 12%
454Images
Test Set 17%
653Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels