Dataset Versions
Versions
v1
2024-12-15 5:13pm
Generated on Dec 15, 2024
1879 Total Images
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Dataset Split
Train Set 82%
1548Images
Valid Set 3%
62Images
Test Set 14%
269Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 24% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -13% and +13%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels