# Intelligent inspection of appearance quality for precast concrete components based on improved YOLO model and multi-source data

> Research article (Engineering Construction & Architectural Management, 2023) · cited 16× · AI/ML

**Wikidata**: [openalex:W4388109249](https://www.wikidata.org/wiki/openalex:W4388109249)  
**Source**: https://4ort.xyz/entity/intelligent-inspection-of-appearance-quality-for-precast-concrete-components-based-on-improved-yolo-model-and-multi-sour