Shape-Preserving Generation of Food Images for Automatic Dietary Assessment

G Chen, ZH Mao, M Sun, K Liu… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Traditional dietary assessment methods heavily rely on self-reporting which is time-
consuming and prone to bias. Recent advancements in Artificial Intelligence (AI) have …

How Much You Ate? Food Portion Estimation on Spoons

A Sharma, C Czarnecki, Y Chen, P Xi… - Proceedings of the …, 2024 - openaccess.thecvf.com
Monitoring dietary intake is a crucial aspect of promoting healthy living. In recent years
advances in computer vision technology have facilitated dietary intake monitoring through …

A Real-time Food Image Recognition System to Predict the Calories by Using Intelligent Deep Learning Strategy

G Ramkumar, CB Venkatramanan… - 2023 International …, 2023 - ieeexplore.ieee.org
Modern lifestyle emphasizes the significance of maintaining a daily healthy diet and
ensuring a balanced intake of essential nutrients. The estimation of nutrient content within …

Fruit Weight Predicting by Using Hybrid Learning

CY Lee - … Conference on Technologies and Applications of …, 2023 - Springer
Modern lifestyle diseases are closely linked to diet, including weight control, healthy eating
habits, and physical activity. This is particularly critical for individuals with poor blood sugar …

Advancements in Food Recognition: A Comprehensive Review of Deep Learning-Based Automated Food Item Identification

R Krutik, C Thacker, R Adhvaryu - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Food recognition is a vital component of various applications, including dietary monitoring,
nutritional analysis, and restaurant menu optimization. In recent years, deep learning …

Deep Learning for Dietary Assessment: A Study on YOLO Models and the Swedish Plate Model

G Chrintz-Gath - 2024 - diva-portal.org
In recent years, the field of computer vision has seen remarkable advancements, particularly
with the rise of deep learning techniques. Object detection, a challenging task in image …

Feast for the eyes: Multiple food component detection for nutrition estimation

M Appana - 2024 - search.proquest.com
A lack of understanding about one's dietary intake can lead to various health difficulties and
lifestyle challenges. When it comes to dietary choices, the amount of nutrition intake plays a …