Dataset Versions
v2
2022-11-16 9:53pm
Generated on Nov 17, 2022
1936 Total Images
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Dataset Split
Train Set 92%
1785Images
Valid Set 5%
105Images
Test Set 2%
46Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -5° and +5°
Exposure: Between -13% and +13%
Blur: Up to 1.5px
Noise: Up to 1% of pixels