Dataset Versions
Versions
v1
2023-03-31 5:26pm
Generated on Mar 31, 2023
9072 Total Images
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Dataset Split
Train Set 96%
8709Images
Valid Set 3%
268Images
Test Set 1%
95Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -26° and +26°
Shear: ±15° Horizontal, ±22° Vertical
Blur: Up to 1.75px
Noise: Up to 5% of pixels