Dataset Versions
v5
2024-06-10 2:45am
Generated on Jun 9, 2024
3172 Total Images
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Dataset Split
Train Set 87%
2748Images
Valid Set 11%
349Images
Test Set 2%
75Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Blur: Up to 2px
Noise: Up to 1.05% of pixels
Cutout: 3 boxes with 10% size each
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