Dataset Versions

v11

2024-01-30 2:06pm

Generated on Jan 30, 2024

Dataset Split

Train Set 86%
396Images
Valid Set 9%
40Images
Test Set 6%
26Images

Preprocessing

Auto-Orient: Applied
Static Crop: 26-71% Horizontal Region, 28-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -12° and +12°
Brightness: Between -14% and +14%
Exposure: Between -21% and +21%
Noise: Up to 0.14% of pixels

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