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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

540x540 with aug v2

Version 3
Generated Aug 16, 2022

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Images

292 images
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Train / Test Split

Training Set

92
270
images

Validation Set

5
14
images

Testing Set

3
8
images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 540x540
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -20% and +20%
Details
Version Name: 540x540 with aug v2
Version ID: 3
Generated: Aug 16, 2022
Annotation Group: Corrosion