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Food Recognition

1 papers with code ยท Computer Vision

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ISIA Food-500: A Dataset for Large-Scale Food Recognition via Stacked Global-Local Attention Network

13 Aug 2020

To encourage further progress in food recognition, we introduce the dataset ISIA Food- 500 with 500 categories from the list in the Wikipedia and 399, 726 images, a more comprehensive food dataset that surpasses existing popular benchmark datasets by category coverage and data volume.

FOOD RECOGNITION

Deep Residual Network based food recognition for enhanced Augmented Reality application

8 May 2020

A system that can detect the features of such objects in the present state from camera images can be used to enhance the application of Augmented Reality for improving user experience and delivering information in a much perceptual way.

FOOD RECOGNITION IMAGE CLASSIFICATION OBJECT DETECTION

Multi-Task Image-Based Dietary Assessment for Food Recognition and Portion Size Estimation

27 Apr 2020

Deep learning based methods have achieved impressive results in many applications for image-based diet assessment such as food classification and food portion size estimation.

FOOD RECOGNITION MULTI-TASK LEARNING

An Artificial Intelligence-Based System to Assess Nutrient Intake for Hospitalised Patients

18 Mar 2020

Regular monitoring of nutrient intake in hospitalised patients plays a critical role in reducing the risk of disease-related malnutrition.

FEW-SHOT LEARNING FOOD RECOGNITION

Deep Convolutional Generative Adversarial Network Based Food Recognition Using Partially Labeled Data

26 Dec 2018

Our work aims at developing an efficient deep CNN learning-based method for food recognition alleviating these limitations by using partially labeled training data on generative adversarial networks (GANs).

FOOD RECOGNITION

Food recognition and recipe analysis: integrating visual content, context and external knowledge

22 Jan 2018

The central role of food in our individual and social life, combined with recent technological advances, has motivated a growing interest in applications that help to better monitor dietary habits as well as the exploration and retrieval of food-related information.

FOOD RECOGNITION

FoodNet: Recognizing Foods Using Ensemble of Deep Networks

27 Sep 2017

In this work we propose a methodology for an automatic food classification system which recognizes the contents of the meal from the images of the food.

FOOD RECOGNITION

Food Recognition using Fusion of Classifiers based on CNNs

14 Sep 2017

With the arrival of convolutional neural networks, the complex problem of food recognition has experienced an important improvement in recent years.

FOOD RECOGNITION

Exploring Food Detection using CNNs

14 Sep 2017

One of the most common critical factors directly related to the cause of a chronic disease is unhealthy diet consumption.

FOOD RECOGNITION

ChineseFoodNet: A large-scale Image Dataset for Chinese Food Recognition

8 May 2017

In this paper, we introduce a new and challenging large-scale food image dataset called "ChineseFoodNet", which aims to automatically recognizing pictured Chinese dishes.

FOOD RECOGNITION