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ARTagger / HomeTag

This is my project for Strikingly 6th Hackathon. I basically want to play around with ARKit and coreML, so this idea came out.

The app is for tagging stuff on real world, to avoid letting users input tag manually, a coreML model can automatically recognize stuff for you. But the accuracy is actually depending on the model.

How to hack

  • XCode9 and iOS 11 required. Also the devices you run this app need to be at least iPhone 6S or later.
  • Before you start, download an .mlmodel here. When Inception v3 has smaller size and less system resource consuming, ResNet50 and VGG16 might give you better result.
  • Clone and open the project
  • Add the model to your project. (remove my reference in project hierarchy as well)
  • Change line 127 of ViewController.swift if you're not using ResNet50
  • Build and run!!

Other notice

  1. This is a hackathon project, so code quality doesn't represent my real situation =.=
  2. You can comment out line 95 addHomeTags(currentFrame: currentFrame) if you don't like my HomeTag idea. LOL
  3. There's very little chance I would iterate this again....
  4. Do you realize there's a keynote in this repo, that's for my Hackathon demo...