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Native iOS app that uses machine learning to predict what food you're eating and to share with your friends via Twitter

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snayrouz/namethatfood

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namethatfood

Using a trained machine learning model, you are able to predict, to a 65% accuracy, what food you take a photo of. Once the prediction is made, an image and image description, provided by Wikipedia, tells you more about your food. Share what you're eating on Twitter!

Prerequisites

  • Install Cocoapods
  • Install Python 2.7
  • Install Swift 4
  • Install Xcode 9

Setup

  • Python Environment

Deployment

  • AWS EC2 AMI

Built With

  • Food Caffe Model
  • Python 2.7
  • CoreML
  • TwitterKit
  • Safari Services Framework
  • Tensorflow
  • Nvidia

Contributing

  • Right now, I'm not looking for contributors as I plan to pivot this project. Once I have a plan in place, I'll open it up to contributers.

Acknowledments

  • Twitter Dev Team and their amazing docs
  • Satya Mallick - Used his preconfigured Amazon Machine Image (AMI) that have Caffe and NVIDIA’s DIGITS already set up.

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Native iOS app that uses machine learning to predict what food you're eating and to share with your friends via Twitter

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