Dataset Versions
Versions
v1
2023-04-22 4:56pm
Generated on Apr 22, 2023
2718 Total Images
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Dataset Split
Train Set 87%
2373Images
Valid Set 10%
276Images
Test Set 3%
69Images
Preprocessing
Auto-Orient: Applied
Static Crop: 32-75% Horizontal Region, 25-81% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Cutout: 3 boxes with 10% size each