Dataset Versions
v2
2023-04-18 9:33pm
Generated on Apr 18, 2023
695 Total Images
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Dataset Split
Train Set 88%
609Images
Valid Set 8%
57Images
Test Set 4%
29Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Cutout: 3 boxes with 10% size each