Dataset Versions
Versions
v1
2023-06-21 5:59pm
Generated on Jun 21, 2023
3659 Total Images
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Dataset Split
Train Set 82%
3014Images
Valid Set 6%
215Images
Test Set 12%
430Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2px
Noise: Up to 5% of pixels