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In the demo, we demonstrate a large-scale food recognition system employing high-dimensional Fisher Vector and liner one-vs-rest classifiers. Since all the processes on image recognition perform on a smartphone, the system does not require an external image recognition server, and runs on an ordinary smartphone in a real-time way.
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Kawano et al. (2014) studied this question.