Dataset Versions
Versions
v1
2024-11-04 6:52am
Generated on Nov 4, 2024
8542 Total Images
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Dataset Split
Train Set 94%
8067Images
Valid Set %
0Images
Test Set 6%
475Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 0.18% of pixels