VISHWAKARMA INSTITUTE OF TECHNOLOGY

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pothole detector

Semantic Segmentation

pothole detector Image Dataset

Versions
2023-02-25 12:01am
v1
Feb 24, 2023
v1

2023-02-25 12:01am

Generated on Feb 24, 2023
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1353 Total Images

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Dataset Split

Train Set 88%
1185Images
Valid Set 8%
112Images
Test Set 4%
56Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 0.5px