Defect Defection Computer Vision Model
86 Total Images
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Dataset Split
Train Set 93%
80Images
Valid Set 2%
2Images
Test Set 5%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Blur: Up to 1px