Dataset Versions
v4
augmented3x-ModifiedClasses
Generated on Aug 19, 2022
13478 Total Images
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Dataset Split
Train Set 87%
11793Images
Valid Set 8%
1123Images
Test Set 4%
562Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -10° and +10°
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px