Dataset Versions

v1

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Generated on Jul 16, 2024

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Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 27% Maximum Zoom
Shear: ±20° Horizontal, ±34° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -64% and +64%
Noise: Up to 7.23% of pixels
Cutout: 11 boxes with 10% size each
Mosaic: Applied

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