Yan et al. present DietAI24, a unified framework that identifies foods, estimates portion sizes, and computes 65 nutrients from real-world food photos using multimodal large language models. This tool outperforms existing methods and standardizes outputs for downstream analysis, enabling efficient, reproducible dietary measurement.
- Runze Yan
- Hanqi Luo
- Xiao Hu
