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Inspired by HBO's Silicon Valley: SeeFood is an iOS app that uses CoreML to detect various dishes

SeeFood

For a step by step guide on how to build SeeFood: How to train your own model for CoreML.

demo.
Video Demo

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Prerequisites:

Xcode 9 (currently Version 9.0 beta 3 (9M174d)).
The trained CoreML data model which can be downloaded here.
An iOS device running iOS 11+.

Setup:

Import the data model downloaded from the link above and build.

Credit:

This model is a retrained AlexNet (Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton) Caffe model using Food-101 (Lukas Bossard, Matthieu Guillaumin, Luc Van Gool) dataset.