amogh-w / react-native-mobilenet-app

Something created to test the integration of TFJS with React Native and building a classifier with the help of Mobilenet.

React Native Mobilenet App

Testing Tensorflow.js adapter for React Native to enable on-device computing capabilities with the Mobilenet Pre-trained model.

Resources:

• Image Classification on React Native with TensorFlow.js and MobileNet - Tutorial for this project
• React Native - A framework for building native apps with React
• tfjs-react-native - Platform Adapter for React Native
• @tensorflow-models/mobilenet - Pre-trained TensorFlow.js models

Important:

Picking an image from the gallery is limited by the tfjs fetch request - Read More

Fixed by @https://github.com/toketas

Now it can fetch Local Images!

Available Scripts:

In the project directory, you can run: yarn android

The App will open on Simulator or device connected with adb.

Generate a keystore with this guide in the android\app directory, and run:

./gradlew clean and then ./gradlew assembleRelease to generate apk.

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