Nutrients, Free Full-Text
Di uno scrittore di uomini misteriosi
Descrizione
Nowadays, it is common for people to take photographs of every beverage, snack, or meal they eat and then post these photographs on social media platforms. Leveraging these social trends, real-time food recognition and reliable classification of these captured food images can potentially help replace some of the tedious recording and coding of food diaries to enable personalized dietary interventions. Although Central Asian cuisine is culturally and historically distinct, there has been little published data on the food and dietary habits of people in this region. To fill this gap, we aim to create a reliable dataset of regional foods that is easily accessible to both public consumers and researchers. To the best of our knowledge, this is the first work on the creation of a Central Asian Food Dataset (CAFD). The final dataset contains 42 food categories and over 16,000 images of national dishes unique to this region. We achieved a classification accuracy of 88.70% (42 classes) on the CAFD using the ResNet152 neural network model. The food recognition models trained on the CAFD demonstrate the effectiveness and high accuracy of computer vision for dietary assessment.
Nutrients, Free Full-Text
Nutrients, Free Full-Text, neuro linker in real life
Nutrients, Free Full-Text
Nutrients, Free Full-Text
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Human Nutrition - 2020 Edition - Open Textbook Library
Nutrients An Open Access Journal from MDPI
Nutrients, Free Full-Text, discord brasilia rp
Changes in Food and Nutrient Intake and Diet Quality on a Low-Fat Vegan Diet Are Associated with Changes in Body Weight, Body Composition, and Insulin Sensitivity in Overweight Adults: A Randomized Clinical
Nutrients An Open Access Journal from MDPI
Essential Guide to MyFitnessPal Premium, Essential Guides
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