Dataset Versions
Versions
v1
2023-12-09 3:01am
Generated on Dec 8, 2023
1576 Total Images
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Dataset Split
Train Set 88%
1380Images
Valid Set 8%
130Images
Test Set 4%
66Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -45° and +45°
Brightness: Between -50% and +50%
Blur: Up to 3px
Cutout: 3 boxes with 30% size each