# Batched-image detection model and deployment method for tunnel lining defects using line-scan cameras based on experiments study

> Research article (Tunnelling and Underground Space Technology, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4387419315](https://www.wikidata.org/wiki/openalex:W4387419315)  
**Source**: https://4ort.xyz/entity/batched-image-detection-model-and-deployment-method-for-tunnel-lining-defects-using-line-scan-cameras-based-on-experimen