Detection Corrosion Dataset

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2023-12-14 12:54pm
v2
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7 months ago
2023-12-14 12:36pm
v1
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7 months ago
v2

2023-12-14 12:54pm

Generated on Dec 14, 2023
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2756 Total Images

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Dataset Split

Train Set 92%
2544Images
Valid Set 5%
138Images
Test Set 3%
74Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 15% Minimum Zoom, 40% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -10% and +10%