University

crack

Instance Segmentation

crack Image Dataset

v2

2022-09-29 2:14pm

Generated on Sep 29, 2022

Dataset Split

Train Set 92%
3717Images
Valid Set 5%
200Images
Test Set 3%
112Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -10° and +10°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Blur: Up to 1px