Dataset Versions
v2
2022-09-29 2:14pm
Generated on Sep 29, 2022
4029 Total Images
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Dataset Split
Train Set 92%
3717Images
Valid Set 5%
200Images
Test Set 3%
112Images
Preprocessing
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -10° and +10°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Blur: Up to 1px