Open access
Aug 2026
APPLICATION OF LLM + ZERO-SHOT LARGE MODELS FOR FRUIT OBJECT DETECTION
A zero-shot annotation framework that integrates OWLv2, Google’s second-generation open-vocabulary vision model, with large language models to enable multilingual, natural language-driven fruit recognition in smart agriculture, providing scalable solutions for automated annotation, real-time monitoring, and large-scale data collection.
Yingdong Qin, Hao-Yu Song, Jing-Yi Li et al.
· INMATEH Agricultural Enginee... · 0 citations