Dataset Versions
v6
2023-06-27 1:02pm
Generated on Jun 27, 2023
1894 Total Images
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Dataset Split
Train Set 94%
1788Images
Valid Set 4%
70Images
Test Set 2%
36Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -12% and +12%
Exposure: Between -12% and +12%
Blur: Up to 1px
Noise: Up to 2% of pixels