Deep Active Learning for Civil Infrastructure Defect Detection and Classification

Deep Active Learning for Civil Infrastructure Defect Detection and Classification

Abstract

A deep resisual convolutional neural network trained with our positive-based active learning strategy for multiple types of infrastructure defect detection, including cracks, deposit, and water leakage.

Publication
Computing in Civil Engineering
Date