# Enhancing agriculture through real-time grape leaf disease classification via an edge device with a lightweight CNN architecture and Grad-CAM

> Research article (Scientific Reports, 2024) · cited 92× · AI/ML

**Wikidata**: [openalex:W4400557192](https://www.wikidata.org/wiki/openalex:W4400557192)  
**Source**: https://4ort.xyz/entity/enhancing-agriculture-through-real-time-grape-leaf-disease-classification-via-an-edge-device-with-a-lightweight-cnn-arch