Food Image Segmentation with LLM-Derived Ingredient Labels and Multimodal Fusion

Food image segmentation plays a vital role in health-related applications such as nutrition tracking and personalized health monitoring.

Food image segmentation plays a vital role in health-related applications such as nutrition tracking and personalized health monitoring. However, existing models often underperform on visually similar ingredients and rare food categories. To address this issue, we propose two…