Hello.

I built a web app using Deno, Fresh, and TensorFlowJS to classify images as links or buttons. The app uses a pre-trained ML model and allows users to drag and drop multiple images for classification. I encountered challenges with server-side rendering and islands, specifically with integrating a file-drop web component. I also documented the process of integrating the TensorFlowJS model, including model loading and prediction handling. The code is available on GitHub.

Being able to run a browser on a server is one of the most powerful things to hit the web.

Building Progressive Web Apps progressively is possible. This is how I did it.

Do we need a browser in the future?