Dataset Versions
v1
2022-12-03 8:34pm
Generated on Dec 3, 2022
727 Total Images
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Dataset Split
Train Set 88%
642Images
Valid Set 8%
57Images
Test Set 4%
28Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±22° Horizontal, ±0° Vertical
Saturation: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 3% of pixels