Dataset Versions
v2
2023-11-28 5:17pm
Generated on Nov 28, 2023
632 Total Images
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Dataset Split
Train Set 84%
528Images
Valid Set 9%
56Images
Test Set 8%
48Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each