# A grapevine leaves dataset for early detection and classification of esca disease in vineyards through machine learning

> Research article (Data in Brief, 2021) · cited 56× · AI/ML

**Wikidata**: [openalex:W3127631478](https://www.wikidata.org/wiki/openalex:W3127631478)  
**Source**: https://4ort.xyz/entity/a-grapevine-leaves-dataset-for-early-detection-and-classification-of-esca-disease-in-vineyards-through-machine-learning