Feb. 20, 2024, 7:39 a.m. | Estelle-K

DEV Community dev.to




Introduction


In this article, I'll show you how to build a simple website that allows users to upload an image and get predictions about its content using MobileNet model from TensorFlow.js. This project is perfect for beginners in TensorFlow.js who want to get started with machine learning in the browser.





Prerequisites


Before you start, you should have some knowledge of web development and be familiar with JavaScript, TypeScript and Tailwind CSS. Make sure the following tools are also installed:



  • npm …

article beginners browser build building image image recognition introduction machine machine learning machinelearning mobilenet predictions project recognition show simple svelte sveltekit tensorflow the browser tutorial website

AI Research Scientist

@ Vara | Berlin, Germany and Remote

Data Architect

@ University of Texas at Austin | Austin, TX

Data ETL Engineer

@ University of Texas at Austin | Austin, TX

Lead GNSS Data Scientist

@ Lurra Systems | Melbourne

Senior Data Engineer (m/f/d)

@ Project A Ventures | Berlin, Germany

Principle Research Scientist

@ Analog Devices | US, MA, Boston