Dataset Versions
Versions
v7
2024-07-23 11:41pm
Generated on Jul 23, 2024
2074 Total Images
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Dataset Split
Train Set 90%
1866Images
Valid Set 8%
175Images
Test Set 2%
33Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between 0% and +25%
Exposure: Between -15% and +15%
Noise: Up to 0.1% of pixels