Dataset Versions
Versions
v1
2024-02-07 8:28pm
Generated on Feb 7, 2024
2837 Total Images
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Dataset Split
Train Set 87%
2481Images
Valid Set 4%
117Images
Test Set 8%
239Images
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 24% of images
Brightness: Between -24% and +24%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.84% of pixels