Source repo

In this lab, we build a system to estimate age from an image. This is done directly in the browser using a framework called onnxruntime-web. It allows us to perform inference with a deep learning model that has been pre-trained to estimate age.

To estimate age:

• user uploads the image
• pre-process image to meet the model's requirements
• perform inference with onnx model

Live Demo

1. Install dependencies with npm i
2. Run the app locally with npm start
3. Deploy to GitHub Pages with npm run deploy