Dataset Versions
v2
2024-05-02 6:38pm
Generated on May 2, 2024
3692 Total Images
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Dataset Split
Train Set 89%
3278Images
Valid Set %
0Images
Test Set 11%
414Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -15% and +15%
Blur: Up to 3.6px
Noise: Up to 1.92% of pixels