Tecnologico

Crack and Pothole segmentation

Semantic Segmentation

Crack and Pothole segmentation Image Dataset

v1

2023-03-08 11:56am

Generated on Mar 8, 2023

Dataset Split

Train Set 83%
135Images
Valid Set 8%
13Images
Test Set 9%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -22° and +22°
Cutout: 6 boxes with 12% size each