What are some examples of using TensorFlow with React?

What are some examples of using TensorFlow with React?

You can create interactive web applications that utilize TensorFlow.js for machine learning tasks. For instance, you can build a real-time image classification app using React components.

Can you show me a simple code example?

Sure! Here's a basic example:

import React, { useEffect } from 'react';
import * as tf from '@tensorflow/tfjs';

const ImageClassifier = () => {
  useEffect(() => {
    const loadModel = async () => {
      const model = await tf.loadLayersModel('model.json');
      // Add your image processing and prediction logic here
    };
    loadModel();
  }, []);

  return <div>Image Classifier Component</div>;
};

export default ImageClassifier;

What libraries do I need to install?

You'll need to install TensorFlow.js and React. You can do this using npm:

npm install @tensorflow/tfjs react

Are there any tutorials you recommend?

Yes! The official TensorFlow.js documentation has great tutorials, and you can also find community tutorials on platforms like Medium and YouTube.