PerBite: A Curated Diagnostic Workflow for Bite-Aware Food Volume Estimation
Researchers have developed a new workflow called PerBite for estimating food volume consumed during meals. This method uses a combination of segmentation, 3D mesh generation, and plate measurements to determine volume. PerBite achieved first place in a challenge with a low Chamfer distance and demonstrated a low MAPE for state-level volume, though consumed-volume MAPE remained higher. AI
IMPACT Introduces a novel workflow for precise food volume estimation, potentially aiding dietary tracking and health applications.