PCB Defects Computer Vision Dataset
3312 Total Images
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Dataset Split
Train Set 88%
2898Images
Valid Set 8%
278Images
Test Set 4%
136Images
Preprocessing
Tile: 2 rows x 1 columns
Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 5% Minimum Zoom, 20% Maximum Zoom
Exposure: Between -10% and +10%