智能冰箱中用于食物识别的智能代理

Florin Dumitrescu, A. Florea, Mihai Trăscău, Alexandru Sorici
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引用次数: 0

摘要

尊重适当的饮食对健康的生活方式至关重要。然而,如果没有用户友好的应用程序支持,记录每天消耗的食物和家里冰箱里有什么可能是乏味和耗时的。在此背景下,本文介绍了智能代理和系统的一些主要组成部分,旨在创建一个面向用户的应用程序,根据家庭环境中可用的成分和饮食限制推荐个性化的食物食谱。开发的应用程序包括一个组件,可以从装有摄像头的冰箱内部拍摄的图像中准确检测成分,并允许用户获取每种成分的信息,如成分类型、名称和相关的卡路里。为了方便该应用程序的开发,我们收集并注释了我们自己的食品成分数据集,并开发了食谱本体。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent Agent for Food Recognition in a Smart Fridge
Respecting an adequate diet is essential for a healthy lifestyle. However, keeping track of the daily consumed food and of what one has in the home fridge may be tedious and time consuming if not backed up by user-friendly applications. In this context, the paper presents some of the main components of an intelligent agent and system aimed to create a user-oriented application for recommending personalized food recipes based on the available ingredients and dietary restrictions in a domestic environment. The developed application includes a component to accurately detect the ingredients from an image taken from inside a fridge equipped with mounted cameras, and allows the user to get information about each ingredient, such as the ingredient type, name and associated calories. To facilitate the development of this application, our own data set of food ingredients was collected and annotated, and an ontology of recipes was developed.
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