This is an example web app which uses Transformers.js to run a bird image classification model directly in the browser. Add the app to your home screen to have it with you at all times, and even works without internet connection. However, you do need internet initially to download the model.

Check it out running live here https://birdbot.kampfire.dev

The app runs in an Next.js project, which is exported as a static site.

The model used is https://huggingface.co/chriamue/bird-species-classifier Transformers.js for running the model on the web https://github.com/xenova/transformers.js