# Deep learning-based system development for black pine bast scale detection

> Research article (Scientific Reports, 2022) · cited 23× · AI/ML

**Wikidata**: [openalex:W4206715226](https://www.wikidata.org/wiki/openalex:W4206715226)  
**Source**: https://4ort.xyz/entity/deep-learning-based-system-development-for-black-pine-bast-scale-detection