https://github.com/kkebo/coreml-playground

CoreML examples for Swift Playgrounds
https://github.com/kkebo/coreml-playground

coreml ipad ipados playground swift swift-playgrounds

Last synced: 2 months ago
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CoreML examples for Swift Playgrounds

• Host: GitHub
• URL: https://github.com/kkebo/coreml-playground
• Owner: kkebo
• License: mit
• Archived: true
• Created: 2017-07-04T17:33:58.000Z (over 7 years ago)
• Default Branch: main
• Last Pushed: 2022-10-09T13:36:11.000Z (over 2 years ago)
• Last Synced: 2024-06-21T18:44:34.578Z (7 months ago)
• Topics: coreml, ipad, ipados, playground, swift, swift-playgrounds
• Language: Swift
• Homepage:
• Size: 46.2 MB
• Stars: 44
• Watchers: 3
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• Awesome-Swift-Playgrounds - coreml-playground - Core ML examples for Swift Playgrounds. 🍁 (PlaygroundBooks)

README

        
## This repository is no longer maintained, but I'm currently developing [the new alternative](https://github.com/kkk669/CoreMLDemos.swiftpm).

![banner](images/banner.png)

# coreml-playground

[![Swift](https://img.shields.io/badge/Swift-5.1-orange.svg)](https://www.swift.org)

[![Swift Playgrounds](https://img.shields.io/badge/Swift%20Playgrounds-3.1-orange.svg)](https://itunes.apple.com/jp/app/swift-playgrounds/id908519492)

![Platform](https://img.shields.io/badge/platform-ipados-lightgrey.svg)

[![License](https://img.shields.io/github/license/kkk669/coreml-playground.svg)](LICENSE)

CoreML examples for Swift Playgrounds 3.1 on iPadOS 13.1 or later

![capture](images/capture.gif)

## Get Started

[Subscribe to the feed on your iPad](https://developer.apple.com/ul/sp0?url=https://kebo.xyz/coreml-playground/feed.json)

Before you run the code, make sure that your model file is imported.

![how-to-import-model](images/how-to-import-model.jpg)

## Supported models

1. Object Recognition

    - [MobileNetv2](https://developer.apple.com/machine-learning/models/)

    - [Resnet50](https://developer.apple.com/machine-learning/models/)

    - [SqueezeNet](https://developer.apple.com/machine-learning/models/)

1. Object Detection

    - [YOLOv3-Tiny](https://developer.apple.com/machine-learning/models/)

    - [MobileNetV2+SSDLite](https://machinethink.net/blog/mobilenet-ssdlite-coreml/)

    - ~~[YOLOv3](https://developer.apple.com/machine-learning/models/)~~ (insufficient memory)