Dataset Versions
v1
2022-11-16 11:43am
Generated on Nov 16, 2022
1750 Total Images
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Dataset Split
Train Set 89%
1563Images
Valid Set 7%
117Images
Test Set 4%
70Images
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 -5° and +5°
Exposure: Between -12% and +12%
Blur: Up to 4.5px
Noise: Up to 3% of pixels