works on
agentic decomposition 1food image analysis 1knowledge grounding 1multimodal large language models 1nutrition estimation 1privacy-preserving inference 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

Open-KNEAD: Knowledge-grounded Nutrition Estimation via Agentic Decomposition

Bruce Coburn, Jingbo Yue, Jinge Ma +3

The paper presents Open-KNEAD, a training-free, locally run agentic system that breaks down meal images into individual food items, grounds each to a nutrition database, and improv…