# End-to-end deep learning for directly estimating grape yield from ground-based imagery

> Research article (Computers and Electronics in Agriculture, 2022) · cited 40× · AI/ML

**Wikidata**: [openalex:W4282571884](https://www.wikidata.org/wiki/openalex:W4282571884)  
**Source**: https://4ort.xyz/entity/end-to-end-deep-learning-for-directly-estimating-grape-yield-from-ground-based-imagery