Dataset Versions

v12

2023-05-02 7:34pm

Generated on May 2, 2023

Dataset Split

Train Set 85%
51Images
Valid Set 10%
6Images
Test Set 5%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -25° and +25°
Saturation: Between -30% and +30%
Exposure: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 3% of pixels

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