# A GAN-Augmented CNN Approach for Automated Roadside Safety Assessment of Rural Roadways

> Research article (Journal of Computing in Civil Engineering, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4390290634](https://www.wikidata.org/wiki/openalex:W4390290634)  
**Source**: https://4ort.xyz/entity/a-gan-augmented-cnn-approach-for-automated-roadside-safety-assessment-of-rural-roadways