Loading the ONNX model in JavaScript
Next, we need to load the ONNX model in JavaScript and specifically Node.js, as we’re doing this on the backend. We can use the onnxruntime library to do this. Let’s ask Copilot to help us with this.
[Prompt]
Show me a step-by-step guide to load the ONNX model in JavaScript.
[End of prompt]
[Prompt response]
- install onnxruntime in JavaScript
- load the ONNX model in JavaScript
- predict using ONNX model in JavaScript
[End of response]
Now that we have a plan, let’s execute it.
Installing onnxruntime in JavaScript
Because we’re building a Node.js project, let’s first, in a new folder, create an app.js file and run the npm init -y terminal command to create a new Node.js project.
The first step in our plan is to install onnxruntime in JavaScript. We can use npm to perform this task.
[Prompt]
Install onnxruntime in JavaScript.
[End of prompt...
