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
- Install dependencies with
npm i - Run the app locally with
npm start - Deploy to GitHub Pages with
npm run deploy