Dataset Versions
Versions
v1
2023-01-16 6:25pm
Generated on Jan 17, 2023
3399 Total Images
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Dataset Split
Train Set 82%
2781Images
Valid Set 9%
318Images
Test Set 9%
300Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 25% of images
Blur: Up to 8.75px
Noise: Up to 10% of pixels