Zulfikar Setyo Priyambudi

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corrosion classification

Classification

corrosion classification Image Dataset

Versions
2023-12-04 1:28pm
v5
Dec 4, 2023
2023-11-30 3:55pm
v4
Nov 30, 2023
2023-11-30 3:55pm
v3
Nov 30, 2023
2023-11-27 5:15pm
v1
Nov 27, 2023
v5

2023-12-04 1:28pm

Generated on Dec 4, 2023
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7445 Total Images

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Dataset Split

Train Set 87%
6480Images
Valid Set 9%
653Images
Test Set 4%
312Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 360x360

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -5% and +5%
Blur: Up to 0.75px