Road crack detection and classification

Instance Segmentation

Dataset Versions

v4

2023-05-24 12:51pm

Generated on May 24, 2023

Dataset Split

Train Set 87%
1944Images
Valid Set 8%
182Images
Test Set 5%
103Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%

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