# Developing deep learning based regression approaches for prediction of firmness and pH in Kyoho grape using Vis/NIR hyperspectral imaging

> Research article (Infrared Physics & Technology, 2021) · cited 50× · AI/ML

**Wikidata**: [openalex:W4200533711](https://www.wikidata.org/wiki/openalex:W4200533711)  
**Source**: https://4ort.xyz/entity/developing-deep-learning-based-regression-approaches-for-prediction-of-firmness-and-ph-in-kyoho-grape-using-vis-nir-hype