Shell-Dex Computer Vision Dataset
298 Total Images
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Dataset Split
Train Set 82%
244Images
Valid Set 12%
36Images
Test Set 6%
18Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 10% of images
Blur: Up to 1.8px