Dataset Versions
v3
2022-11-16 4:12pm
Generated on Nov 16, 2022
3777 Total Images
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Dataset Split
Train Set 88%
3339Images
Valid Set 7%
279Images
Test Set 4%
159Images
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