Dataset Versions

v12

last_version

Generated on Oct 7, 2024

Dataset Split

Train Set 94%
2076Images
Valid Set 6%
140Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 3% Maximum Zoom
Rotation: Between -2° and +2°
Shear: ±2° Horizontal, ±2° Vertical
Hue: Between -7° and +7°
Saturation: Between -7% and +7%
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%
Blur: Up to 0.1px
Noise: Up to 0.05% of pixels

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