zhengzhou university

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road_crack_segmentation

Instance Segmentation

road_crack_segmentation Image Dataset

Versions
2023-05-24 5:20pm
v1
May 24, 2023
v1

2023-05-24 5:20pm

Generated on May 24, 2023
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11315 Total Images

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Dataset Split

Train Set 88%
9999Images
Valid Set %
0Images
Test Set 12%
1316Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal