[go: nahoru, domu]

Skip to content

Latest commit

 

History

History

android

TensorFlow Lite Style Transfer Demo

Overview

Artistic style transfer is an optimization technique used to take two images: a content image and a style reference image (such as an artwork by a famous painter) and blend them together so the output image looks like the content image, but “painted” in the style of the style reference image. These instructions walk you through building and running the demo on an Android device.

The model files are downloaded via Gradle scripts when you build and run the app. You don't need to do any steps to download TFLite models into the project explicitly.

This application should be run on a physical Android device.

Camera screen.

Transformation screen.

Test image from Pixabay

Build the demo using Android Studio

Prerequisites

  • The Android Studio IDE (Android Studio 2021.2.1 or newer). This sample has been tested on Android Studio Chipmunk.

  • A physical Android device with a minimum OS version of SDK 23 (Android 6.0 - Marshmallow) with developer mode enabled. The process of enabling developer mode may vary by device.

Building

  • Open Android Studio. From the Welcome screen, select Open an existing Android Studio project.

  • From the Open File or Project window that appears, navigate to and select the tensorflow-lite/examples/style_transfer/android directory. Click OK.

  • If it asks you to do a Gradle Sync, click OK.

  • With your Android device connected to your computer and developer mode enabled, click on the green Run arrow in Android Studio.

Models used

Downloading, extraction, and placing the models into the assets folder is managed automatically by the download.gradle file.

Resources used