FYP

Defect_Detection

Object Detection

Defect_Detection Image Dataset

v1

2022-10-28 2:38am

Generated on Oct 27, 2022

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Dataset Split

Train Set 87%
747Images
Valid Set 8%
70Images
Test Set 4%
37Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±3° Horizontal, ±4° Vertical
Grayscale: Apply to 17% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 1% of pixels