Dataset Versions
v2
2023-10-28 9:09am
Generated on Oct 28, 2023
543 Total Images
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Dataset Split
Train Set 88%
477Images
Valid Set 8%
45Images
Test Set 4%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each