Dataset for: Deep learning and infrared thermography for asphalt pavement crack severity classification

This is the dataset for the following paper: 

Fangyu Liu, Jian Liu, and Linbing Wang. "Deep learning and infrared thermography for asphalt pavement crack severity classification." Automation in Construction 140 (2022): 104383. https://doi.org/10.1016/j.autcon.2022.104383. 

Data component:

01-Visible images: this folder includes fully visible images

02-Infrared images: this folder includes fully infrared images

03-Fusion(50IRT) images: this folder includes fusion images (50% infrared + 50% visible)

04-Ground truth: this folder includes ground truth (txt files):

00-Label_meaning.txt: the meaning of label number

01-All_label.txt: Image, label (severity level)

02-Train_label.txt: the training set: Image, Label (severity level)

02-Test_label.txt: the test set: Image, Label (severity level)