Hand-gesture recognition on iOS app using CoreML

Overview

GestureAI-CoreML-iOS

MIT License

Hand-gesture recognizer using CoreML

Demo

demo

Screenshots

screenshot-01 screenshot-02 screenshot-03

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 to read more about GestureAI.

Install

  1. Clone this repository.
  2. Download GestureAI.mlmodel (Trained RNN model) from here.
  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.

Licence

MIT

Author

Akimasa KIMURA

You might also like...
Text-cli - Command line tool for extracting text from images using Apple's Vision framework
Text-cli - Command line tool for extracting text from images using Apple's Vision framework

text-cli Command line tool for extracting text from images using Apple's Vision

BetterMood is an iOS app that uses Tensorflow to recognize user’s emotions
BetterMood is an iOS app that uses Tensorflow to recognize user’s emotions

BetterMood is an iOS app that uses Tensorflow to recognize user’s emotions, convert it into categories then send via our api along with the user’s date of birth and name, to end up with a emotion analyse and horoscope prediction.

Slot-machine - SwiftUI - iOS App Slot Machine game
Slot-machine - SwiftUI - iOS App Slot Machine game

Slot Machine SwiftUI Masterclass project iPhone, iPad and Mac (with Catalyst framework) Complex interface Extensions and custom View Modifiers Input t

Gyros-identifier - An iOS app capable of detecting whether a photo contains a gyros or not
Gyros-identifier - An iOS app capable of detecting whether a photo contains a gyros or not

gyros-identifier 🍽️ In case you enter a shady restaurant, with suspicious price

Spokestack: give your iOS app a voice interface!
Spokestack: give your iOS app a voice interface!

Spokestack provides an extensible speech recognition pipeline for the iOS platform. It includes a variety of built-in speech processors for Voice Acti

A note on the Construction of the watchOS App Notes

This document is a note on the Construction of the watchOS App "Notes" Learn about the main topics of this watchOS project In this SwiftUI tutorial, w

Track List Detail App With Swift

TrackListDetailApp TrackListDetailApp is master-detail application that containsa a list of items obtained from a iTunes Search API and show a detaile

Coffee App Splash Screen made with SwiftUI.
Coffee App Splash Screen made with SwiftUI.

SplashScreen-CoffeeApp Coffee App Splash Screen made with SwiftUI. SplashScreen - Code struct ContentView: View { @State var splashScreen = true

C-19-StatusSwiftUI - Covid-19 Status App made with SwiftUI
C-19-StatusSwiftUI - Covid-19 Status App made with SwiftUI

C-19-StatusSwiftUI C-19 Status App made with SwiftUI . First Creator of App - th

Owner
null
WhatPet - A basic app that classifies images of dogs, cats and rabbits using CoreML

WhatPet ✓ A basic app that classifies images of dogs, cats and rabbits using Cor

Micaella Morales 0 Jan 6, 2022
An example of CoreML using a pre-trained VGG16 model

CoreMLExample In this example we use AVFoundation to continuously get image data from the back camera, and try to detect the dominant objects present

Aleph Retamal 34 Apr 22, 2022
CoreMLSample - CoreML Example for in app model and download model

CoreMLSample Sample for CoreML This project is CoreML Example for in app model a

Kim Seonghun 2 Aug 31, 2022
A Swift library for creating and exporting CoreML Models in Swift

SwiftCoreMLTools A Swift Library for creating CoreML models in Swift. Work in progress This library expose a (function builder based) DSL as well as a

Jacopo Mangiavacchi 140 Dec 5, 2022
A powerful SwiftUI Architecture that merges Redux to the functional world of Swift. While bringing powerful workflows to streamline CoreML/Metal/IPFS usage in the Apple ecosystem.

GraniteUI - v0.0 - WIP A powerful SwiftUI Architecture that merges Redux event handling and state management with functional programming. While bringi

Kala 2 Dec 22, 2022
Realtime yoga pose detection and classification plugin for Flutter using MLKit

ML Kit Pose Detection Plugin Flutter plugin for realtime pose detection using MLKit's Blazepose. License Copyright (c) 2021 Souvik Biswas, Bharat Bira

Souvik Biswas 8 May 5, 2022
Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.

CoreML-samples This is the sample code for Core ML using ResNet50 provided by Apple. ResNet50 can categorize the input image to 1000 pre-trained categ

Yuta Akizuki 39 Nov 11, 2022
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

mtcnn-caffe Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks. This project provide you a method to update mu

Weilin Cong 500 Oct 30, 2022
Automatic spoken language identification (LID) using deep learning.

iLID Automatic spoken language identification (LID) using deep learning. Motivation We wanted to classify the spoken language within audio files, a pr

Thomas Werkmeister 85 Apr 3, 2022
Automatic colorization using deep neural networks. Colorful Image Colorization. In ECCV, 2016.

Colorful Image Colorization [Project Page] Richard Zhang, Phillip Isola, Alexei A. Efros. In ECCV, 2016. + automatic colorization functionality for Re

Richard Zhang 3k Dec 27, 2022