Dataset Versions
v2
2022-06-14 4:48pm
Generated on Jun 14, 2022
699 Total Images
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Dataset Split
Train Set 88%
612Images
Valid Set 8%
58Images
Test Set 4%
29Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -90% and +90%
Brightness: Between -15% and +15%
Exposure: Between -25% and +25%
Noise: Up to 4% of pixels