Getting Setup
Step 1. Setup the expo
expo init machineLearningApp
Step 2. Install Expo-GL support GPU Accelerated backend support.
npm install expo-gl
Step 3: Install @tensorflow/tfs
npm install @tensorflow/tfjs
Step 4: Install @tensorflow/tfjs-react-native
npm install @tensorflow/tfjs-react-native
Step 5: Install the MobileNet Model. The mobilenet model was train to classify images into a 1000 categories. These categories ranges from Tiger sharks to street signs. You can find a complete list of classes here: https://github.com/tensorflow/tfjs-examples/blob/master/mobilenet/imagenet_classes.js
npm install @tensorflow-models/mobilenet
Step 6: Install other peerDependencies. The expo camera functionally is required by mobilenet.
npm install @react-native-community/async-storage
npm install react-native-fs
npm install expo-camera
For additional details refer to