Dataset Versions
Versions
v1
2024-11-20 10:32am
Generated on Nov 20, 2024
804 Total Images
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Dataset Split
Train Set 83%
664Images
Valid Set 11%
92Images
Test Set 6%
48Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Noise: Up to 0.3% of pixels