Dataset Versions
Versions
v1
2022-10-20 8:26pm
Generated on Oct 21, 2022
6311 Total Images
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Dataset Split
Train Set 99%
6252Images
Valid Set 1%
55Images
Test Set 0%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
Exposure: Between -15% and +15%
Noise: Up to 5% of pixels