MVI Chips Defect on Surface Detection

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Defect on Surface

Instance Segmentation

Defect on Surface Image Dataset

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Versions
2024-01-07 5:06pm
v5
Jan 7, 2024
2024-01-05 1:36am
v4
Jan 4, 2024
2024-01-04 9:44pm
v3
Jan 4, 2024
2024-01-04 8:57pm
v2
Jan 4, 2024
2024-01-04 5:09pm
v1
Jan 4, 2024
v5

2024-01-07 5:06pm

Generated on Jan 7, 2024
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596 Total Images

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Dataset Split

Train Set 84%
498Images
Valid Set 10%
62Images
Test Set 6%
36Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -25° and +25°
Noise: Up to 0.1% of pixels