CAPI

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PCBs

Instance Segmentation

PCBs Image Dataset

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Versions
2023-10-22 9:24pm
v1
Oct 23, 2023
v1

2023-10-22 9:24pm

Generated on Oct 23, 2023
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460 Total Images

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Dataset Split

Train Set 91%
420Images
Valid Set 6%
28Images
Test Set 3%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Noise: Up to 6% of pixels