PCB Defects Computer Vision Dataset

License:CC BY 4.0

Dataset Version

Test No. 1

Generated on Nov 17, 2025

Train Set 88%

1449Images

Valid Set 8%

139Images

Test Set 4%

68Images

Auto-Orient: Applied

Resize: Stretch to 640x640

Outputs per training example: 3

Flip: Horizontal, Vertical

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Rotation: Between -15° and +15°

Grayscale: Apply to 10% of images

Brightness: Between -15% and +15%

Blur: Up to 2.5px

Noise: Up to 0.1% of pixels