Synthetic Corrosion

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Synthetic Corrosion Dataset

Classification

Synthetic Corrosion Dataset Image Dataset

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Versions
540x540 with aug v2
v3
Aug 16, 2022
540x540 no aug
v2
Aug 16, 2022
540x540 with aug
v1
Aug 16, 2022
v1

540x540 with aug

Generated on Aug 16, 2022
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288 Total Images

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Dataset Split

Train Set 92%
265Images
Valid Set 5%
15Images
Test Set 3%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 540x540

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
Rotation: Between -10° and +10°
Brightness: Between -15% and +15%