lab2 Computer Vision Dataset
Versions
2768 Total Images
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Dataset Split
Train Set 90%
2493Images
Valid Set 6%
162Images
Test Set 4%
113Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Brightness: Between -26% and +26%
Blur: Up to 2.5px
Noise: Up to 2.24% of pixels