Dataset Versions
Versions
v1
2024-08-04 11:28am
Generated on Aug 4, 2024
1443 Total Images
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Dataset Split
Train Set 87%
1260Images
Valid Set 8%
121Images
Test Set 4%
62Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 28% Maximum Zoom
Grayscale: Apply to 15% of images
Noise: Up to 0.1% of pixels