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Computer vision-based food calorie estimation: dataset, method, and experiment
[article]
2017
arXiv
pre-print
Computer vision has been introduced to estimate calories from food images. But current food image data sets don't contain volume and mass records of foods, which leads to an incomplete calorie estimation. In this paper, we present a novel food image data set with volume and mass records of foods, and a deep learning method for food detection, to make a complete calorie estimation. Our data set includes 2978 images, and every image contains corresponding each food's annotation, volume and mass
arXiv:1705.07632v3
fatcat:42bqibzhcndlnfzclgnlykmxfu