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corrosion-classification

Classification

corrosion-classification Image Dataset

Versions
2022-05-26 2:01am
v1
May 26, 2022
v1

2022-05-26 2:01am

Generated on May 26, 2022
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711 Total Images

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Dataset Split

Train Set 87%
621Images
Valid Set 8%
60Images
Test Set 4%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -15% and +15%
Brightness: Between -12% and +12%
Exposure: Between -5% and +5%
Blur: Up to 0.5px