Jiawei Zhou

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road crack

Instance Segmentation

road crack Image Dataset

Versions
2024-03-18 7:59pm
v1
Mar 18, 2024
v1

2024-03-18 7:59pm

Generated on Mar 18, 2024
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3108 Total Images

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Dataset Split

Train Set 88%
2724Images
Valid Set 8%
244Images
Test Set 5%
140Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Dynamic Crop: Class: crack
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.1% of pixels
Bounding Box: Blur: Up to 2.5px