Dataset Versions
v2
2024-10-28 11:52am
Generated on Oct 28, 2024
1894 Total Images
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Dataset Split
Train Set 87%
1656Images
Valid Set 8%
159Images
Test Set 4%
79Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 26% Maximum Zoom
Shear: ±12° Horizontal, ±13° Vertical
Grayscale: Apply to 22% of images
Blur: Up to 4.1px
Cutout: 22 boxes with 5% size each