demo-swift-coreml-vision-api

Demo Swift CoreML Vision API - WIP

https://github.com/joelparkerhenderson/demo-swift-coreml-vision-api

Science Score: 44.0%

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    Low similarity (11.8%) to scientific vocabulary
Last synced: 8 months ago · JSON representation ·

Repository

Demo Swift CoreML Vision API - WIP

Basic Info
  • Host: GitHub
  • Owner: joelparkerhenderson
  • Language: Swift
  • Default Branch: master
  • Size: 88.8 MB
Statistics
  • Stars: 3
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 8 years ago · Last pushed about 1 year ago
Metadata Files
Readme Contributing Citation

README.md

Demo Swift CoreML Vision API

Demo Swift CoreML Vision API

This demonstration shows:

  • Swift programming language with Apple Xcode iOS

  • How to create a view that shows "Hello World" on the screen.

To use this project:

  • You can clone this repo.

  • Or you can create the project yourself by using this README that explains how to do it.

ViewController

The most important file is ViewController.swift

Create the project

Launch Xcode.

Choose "File" → "New" → "Project".

You see the dialog "Choose a template for your new project".

  • Choose the "iOS" radio button.

  • Choose the "Single View Application" icon.

  • Tap the button "Next".

You see the dialog "Choose options for your new project".

  • For "Product Name", type "Demo Swift CoreML Vision API".

  • For "Organization Name", type anything you want. Typically this is your company's name, or team's name, or similiar. For example, "Example Company".

  • For "Organization Identifier", type anything you want. Typically this is your company's reverse domain name. For example, "com.example".

  • Tap the button "Next".

You see the file chooser.

  • Choose where to save your project.

  • Tap the button "Create".

  • Xcode creates the project.

Sign the project

If Xcode shows a "Signing" area with a "Status" alert icon, here's how to solve it.

  • Xcode may show a message such as "Signing for "Demo Swift Hello World" requires a development team. Select a development team in the project editor."

  • In the same "Signing" section, choose the "Team" dropdown, and choose your Apple ID.

  • If there's no Apple ID, then you need to add yours: Xcode → Preferences → Accounts → the "+" button → Add Apple ID

Run the project

Run the project for the first time.

  • Xcode → Product → Run

  • This is simply to verify that the project runs so far.

The Simulator launches.

  • The Simulator shows a blank screen.

  • Quit the Simulator and go back to using Xcode.

Create the project

Use this: https://medium.freecodecamp.org/ios-coreml-vision-image-recognition-3619cf319d0b

Delete the storyboard:

  • Delete the file "Main.storyboard".

  • Select the file "Info.plist".

  • The main area shows "Information Property List".

  • One entry is "Main storyboard file base name" and set to "Main".

  • Delete the entry.

Add frameworks for "AVFoundation", "CoreML", "Vision":

  • In the project navigator, select your project.

  • Select your target.

  • Select the "Build Phases" tab.

  • Open "Link Binaries With Libraries" expander.

  • Click the + button.

  • Select your framework.

  • (optional) Drag and drop the added framework to the "Frameworks" group.

Add the machine learning model:

  • Download the model.

  • Add the model to your Xcode project by dragging the model into the project navigator.

  • You can see information about the model — including the model type and its expected inputs and outputs — by opening the model in Xcode.

  • Xcode also uses information about the model’s inputs and outputs to automatically generate a custom programmatic interface to the model, which you use to interact with the model in your code. For a model named "Foo" with a file name "Foo.mlmodel", Xcode generates interfaces to represent the model ("Foo"), the model’s inputs ("FooInput"), and the model’s output ("FooOutput").

Run

Run the project.

  • Xcode → Product → Run

The app launches.

  • Congratulations! You're successful!

Tracking

  • Package: demoswiftcoremlvisionapi
  • Version: 1.0.0
  • Created: 2018-03-29
  • Updated: 2018-04-02
  • License: BSD, GPL, MIT
  • Contact: Joel Parker Henderson (http://joelparkerhenderson.com)

Owner

  • Name: Joel Parker Henderson
  • Login: joelparkerhenderson
  • Kind: user
  • Location: California

Software developer. Technology consultant. Creator of GitAlias.com, NumCommand.com, SixArm.com, and many open source projects.

Citation (CITATION.cff)

cff-version: 1.2.0
title: Demo Swift CoreML Vision API
message: >-
  If you use this work and you want to cite it,
  then you can use the metadata from this file.
type: software
authors:
  - given-names: Joel Parker
    family-names: Henderson
    email: joel@joelparkerhenderson.com
    affiliation: joelparkerhenderson.com
    orcid: 'https://orcid.org/0009-0000-4681-282X'
identifiers:
  - type: url
    value: 'https://github.com/joelparkerhenderson/demo-swift-coreml-vision-api/'
    description: Demo Swift CoreML Vision API
repository-code: 'https://github.com/joelparkerhenderson/demo-swift-coreml-vision-api/'
abstract: >-
  Demo Swift CoreML Vision API
license: See license file

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Last synced: 11 months ago

All Time
  • Total Commits: 8
  • Total Committers: 1
  • Avg Commits per committer: 8.0
  • Development Distribution Score (DDS): 0.0
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  • Commits: 1
  • Committers: 1
  • Avg Commits per committer: 1.0
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