Dataset Versions
v2
2024-12-13 1:15am
Generated on Dec 12, 2024
1893 Total Images
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Dataset Split
Train Set 82%
1545Images
Valid Set 13%
247Images
Test Set 5%
101Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 1.72% of pixels