Dataset Versions

v5

2023-05-28 11:54am

Generated on May 28, 2023

Dataset Split

Train Set 88%
2562Images
Valid Set 8%
244Images
Test Set 4%
122Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -24° and +24°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Noise: Up to 2% of pixels

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