Dataset Versions
v3
2022-10-19 11:08am
Generated on Oct 19, 2022
471 Total Images
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Dataset Split
Train Set 69%
327Images
Valid Set 15%
69Images
Test Set 16%
75Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -40% and +40%
Brightness: Between -40% and +40%
Exposure: Between -20% and +20%
Blur: Up to 1.5px