Sriwijaya University

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Pothole

Instance Segmentation

Pothole Image Dataset

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Versions
2023-12-05 4:49am
v4
·
7 months ago
2023-12-04 9:35pm
v3
·
7 months ago
2023-11-26 10:58pm
v2
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7 months ago
2023-11-26 7:18pm
v1
·
7 months ago
v3

2023-12-04 9:35pm

Generated on Dec 4, 2023
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2456 Total Images

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Dataset Split

Train Set 91%
2238Images
Valid Set 6%
152Images
Test Set 3%
66Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -90% and +90%