Run TensorFlow 2 on any device
This project walks you through the process of creating an emotion recognition app on Android, iOS and in the browser:
- Load data and train model
- Export as SavedModel
- Run on Android using TensorFlow Lite
- Run on iOS using Core ML
- Run in the browser using TensorFlow.js
Demo
A demo for the browser version is available here
Running in the browser
Folder: tfjs
Install yarn and run:
cd tfjs
yarn
yarn watch
Running on iOS
Folder: coreml_ios You must have Xcode and Cocoa Pods installed as well as a mac computer.
cd coreml_ios/app
pod install
open Core\ ML\ Demo.xcworkspace
Running on Android
It is recommended to have Android Studio installed. Import the project and run the app.