Dataset Versions
v15
tear-defect
Generated on Nov 6, 2024
14831 Total Images
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Dataset Split
Train Set 90%
13290Images
Valid Set 9%
1294Images
Test Set 2%
247Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Saturation: Between -5% and +5%
Brightness: Between -11% and +11%
Exposure: Between -12% and +12%