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.
Hello.
I am Paul Kinlan.
A Developer Advocate for Chrome and the Open Web at Google.
I love the web. The web should allow anyone to access any experience that they need without the need for native install or content walled garden.