HSIFoodIngr-64: a dataset for hyperspectral food-related studies

This is a new food image dataset HSIFoodIngr-64 containing 3,389 pairs of HSI and RGB images with 21 dish classes and 64 ingredient categories. It is the first HSI based food mage dataset, of which all images are labeled with dish-level and ingredient-level annotations and corresponding pixel-wise ingredient masks. Therefore, our dataset can be applicable for different food-centric tasks.

搜集汇总

背景与挑战

背景概述

HSIFoodIngr-64是一个用于高光谱食品相关研究的数据集，包含3,389对高光谱和RGB图像，覆盖21个菜肴类别和64种食材类别。它是首个基于高光谱的食品图像数据集，所有图像均提供菜肴级别和食材级别的标注以及像素级食材掩码，适用于多种食品中心任务。