Dataset Versions
v4
2023-06-28 2:08pm
Generated on Jun 28, 2023
170 Total Images
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Dataset Split
Train Set 90%
153Images
Valid Set 5%
9Images
Test Set 5%
8Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±8° Horizontal, ±6° Vertical
Brightness: Between -25% and +25%
Cutout: 3 boxes with 10% size each