https://github.com/akimach/gestureai-coreml-ios

Hand-gesture recognition on iOS app using CoreML
https://github.com/akimach/gestureai-coreml-ios

coreml coremltools deep-learning deep-neural-networks demo ios ios11 keras machine-learning rnn swift

Last synced: 4 days ago
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Hand-gesture recognition on iOS app using CoreML

• Host: GitHub
• URL: https://github.com/akimach/gestureai-coreml-ios
• Owner: akimach
• License: mit
• Created: 2017-09-27T02:04:06.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2023-02-26T17:56:03.000Z (over 1 year ago)
• Last Synced: 2024-07-07T08:34:03.342Z (4 months ago)
• Topics: coreml, coremltools, deep-learning, deep-neural-networks, demo, ios, ios11, keras, machine-learning, rnn, swift
• Language: Swift
• Homepage:
• Size: 4.72 MB
• Stars: 156
• Watchers: 6
• Forks: 22
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# GestureAI-CoreML-iOS

[![MIT License](http://img.shields.io/badge/license-MIT-blue.svg?style=flat)](LICENSE) ![](https://img.shields.io/badge/platform-iOS-red.svg) ![](https://img.shields.io/badge/language-Swift%204.x-orange.svg) 

Hand-gesture recognizer using CoreML

## Demo

![demo](images/demo.gif)

## Screenshots

![screenshot-01](images/screenshot-01.jpg) ![screenshot-02](images/screenshot-02.jpg) ![screenshot-03](images/screenshot-03.jpg)

This app is using RNN(Recurrent Neural network) with CoreML on iOS11. The model recognizes the gesture as long as the center button is pressed.

Click [here](https://github.com/akimach/GestureAI) to read more about GestureAI.

## Install

1. Clone this repository.

2. Download `GestureAI.mlmodel` (Trained RNN model) from [here](https://goo.gl/avdMjD).

3. Open `GestureAI.xcodeproj`

4. Drag and drop `GestureAI.mlmodel` to Xcode.

5. Add `GestureAI.mlmodel` into **Compile Sources** in Build Phases.

6. Build and run.

# Guide To CoreML Models

See [likedan/Awesome-CoreML-Models](https://github.com/likedan/Awesome-CoreML-Models).

## Licence

[MIT](https://github.com/akimach/GestureAI-iOS/blob/master/LICENSE)

## Author

[Akimasa KIMURA](https://github.com/akimach)