# Surface Detection of Solid Wood Defects Based on SSD Improved with ResNet

> Research article (Forests, 2021) · cited 60× · AI/ML

**Wikidata**: [openalex:W3207330732](https://www.wikidata.org/wiki/openalex:W3207330732)  
**Source**: https://4ort.xyz/entity/surface-detection-of-solid-wood-defects-based-on-ssd-improved-with-resnet