Dataset Versions
Versions
v1
2023-04-02 7:13pm
Generated on Apr 2, 2023
148 Total Images
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Dataset Split
Train Set 87%
129Images
Valid Set 8%
12Images
Test Set 5%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -40% and +40%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 2% of pixels