Dataset Versions
Versions
v1
2024-01-17 1:42pm
Generated on Jan 17, 2024
80 Total Images
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Dataset Split
Train Set 94%
75Images
Valid Set 1%
1Images
Test Set 5%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 7% size each