How do I integrate TensorFlow.js with React?
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How do I integrate TensorFlow.js with React?
To integrate TensorFlow.js with React, you can start by installing the TensorFlow.js library using npm. Run npm install @tensorflow/tfjs in your project directory.
What are the steps after installing TensorFlow.js?
After installation, you can import TensorFlow.js in your React components. Then, you can load a pre-trained model or create your own model using the TensorFlow.js API.
Can you give me an example of loading a model?
Sure! You can load a model using tf.loadLayersModel('model.json'). Make sure to handle the promise it returns to access the model.
How do I use the model for predictions?
Once the model is loaded, you can use it to make predictions by calling model.predict(inputTensor), where inputTensor is the data you want to predict.
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