Dataset Versions
v5
2023-09-04 5:19pm
Generated on Sep 4, 2023
20775 Total Images
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Dataset Split
Train Set 89%
18435Images
Valid Set 0%
9Images
Test Set 11%
2331Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -5° and +5°
Shear: ±10° Horizontal, ±6° Vertical
Blur: Up to 0.25px
Noise: Up to 0% of pixels