Dataset Versions
v2
2024-07-20 1:46pm
Generated on Jul 20, 2024
20 Total Images
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Dataset Split
Train Set 90%
18Images
Valid Set 5%
1Images
Test Set 5%
1Images
Preprocessing
Auto-Orient: Applied
Static Crop: 26-75% Horizontal Region, 25-77% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels