Dataset Versions
Versions
v2
2024-10-30 9:23am
Generated on Oct 30, 2024
674 Total Images
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Dataset Split
Train Set 88%
591Images
Valid Set 8%
56Images
Test Set 4%
27Images
Preprocessing
Auto-Orient: Applied
Static Crop: 15-75% Horizontal Region, 15-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 0.1% of pixels