Dataset Versions
Versions
v3
2024-11-21 1:53pm
Generated on Nov 21, 2024
2024 Total Images
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Dataset Split
Train Set 87%
1770Images
Valid Set 8%
169Images
Test Set 4%
85Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -15% and +15%
Brightness: Between -22% and +22%
Exposure: Between -13% and +13%
Blur: Up to 2.5px
Noise: Up to 1.01% of pixels