# Automatic pixel-level detection of tire defects based on a lightweight Transformer architecture

> Research article (Measurement Science and Technology, 2023) · cited 20× · AI/ML

**Wikidata**: [openalex:W4376636680](https://www.wikidata.org/wiki/openalex:W4376636680)  
**Source**: https://4ort.xyz/entity/automatic-pixel-level-detection-of-tire-defects-based-on-a-lightweight-transformer-architecture