Dataset Versions
v2
2023-03-20 4:50pm
Generated on Mar 20, 2023
106561 Total Images
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Dataset Split
Train Set 92%
98145Images
Valid Set 5%
5606Images
Test Set 3%
2810Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 1.75px
Cutout: 6 boxes with 10% size each