Food and fluid intake monitoring are essential for reducing the risk of dehydration,
malnutrition, and obesity. The existing research has been preponderantly focused on dietary …

Nowadays, individuals have very stressful lifestyles, affecting their nutritional habits. In the
early stages of life, teenagers begin to exhibit bad habits and inadequate nutrition. Likewise …

Forest fires are the main cause of desertification, and they have a disastrous impact on
agricultural and forest ecosystems. Modern fire detection and warning systems rely on …

Smart agriculture has taken more attention during the last decade due to the bio-hazards of
climate change impacts, extreme weather events, population explosion, food security …

Background Nutrition research is relying more on artificial intelligence and machine learning
models to understand, diagnose, predict, and explain data. While artificial intelligence and …

Egocentric human activity recognition (ego-HAR) has received attention in fields where
human intentions in a video must be estimated. However, the performance of existing …

Malnutrition, including both undernutrition and obesity, is a significant problem in low-and
middle-income countries (LMICs). In order to study malnutrition and develop effective …

Abstract A Convolutional Neural Network (CNN) classifier is generally utilized to classify an
image tensor according to the mapped labels. The simplification of the classifier causes …

Background When losing weight, most individuals find it difficult to maintain a healthy diet.
Social environmental conditions are of pivotal importance in determining dietary behavior …

Children's dietary habits are influenced by complex factors within their home, school and
neighborhood environments. Identifying such influencers and assessing their effects is …