Dataset Versions
Versions
v1
2023-06-18 4:28pm
Generated on Jun 18, 2023
625 Total Images
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Dataset Split
Train Set 87%
546Images
Valid Set 8%
52Images
Test Set 4%
27Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Saturation: Between -38% and +38%
Brightness: Between -25% and +25%
Blur: Up to 1.75px
Noise: Up to 2% of pixels