M Rifqi Ramadhan

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Pothole Dataset

Object Detection

Pothole Dataset Image Dataset

Try Pre-Trained Model
Versions
2023-03-11 2:30pm
v10
Mar 11, 2023
2023-03-11 2:28pm
v9
Mar 11, 2023
2023-03-10 10:29pm
v4
Mar 10, 2023
2023-03-05 10:52pm
v2
Mar 5, 2023
2023-02-20 11:35am
v1
Feb 20, 2023
v10

2023-03-11 2:30pm

Generated on Mar 11, 2023
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1173 Total Images

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Dataset Split

Train Set 80%
936Images
Valid Set 20%
237Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 2
Noise: Up to 1% of pixels
Cutout: 5 boxes with 10% size each
Bounding Box: Rotation: Between -2° and +2°
Bounding Box: Shear: ±4° Horizontal, ±4° Vertical