Accepted: 1 February 2023 Calorie estimation is of significant importance in promoting a
healthy lifestyle, as it enables individuals to effectively manage their weight. Applications …

Calories play an essential role in health aspects that lead to diseases like coronary heart
disease, liver disease, cancer, and cholesterol. A study from 2020 reported that globally …

Today's generation is very aware of what they are eating and the amountof calories in their
food. Eating too many calories can lead to increasedweight, which has become a big health …

Due to the issues and costs associated with manual dietary assessment approaches,
automated solutions are required to ease and speed up the work and increase its quality …

The absence of food monitoring has contributed significantly to the increase in the
population's weight. Due to the lack of time and busy routines, most people do not control …

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 …

The monitoring of food intake plays a key role in avoiding different health problems such as
diseases, but also difficulties linked with mental and physical wellbeing. Food monitoring …

The prevalence of diet-related chronic diseases strongly impacts global health and health
services. Currently, it takes training and strong personal involvement to manage or treat …

The management of daily food intake aids to preserve a healthy body, minimize the risk of
many diseases, and monitor chronic diseases, such as diabetes and heart problems. To …

The strategy of counting the carbohydrates in consumed foods is recommended by scientific
societies as a way to improve the quality of life of life of diabetes patients. Monitoring food …