Tag: machine learning
Using TensorFlow.js ML Models for Pose Detection in the Browser
Machine learning has traditionally required specialized knowledge and powerful servers, but TensorFlow.js now brings these capabilities directly to web browsers. By leveraging TensorFlow.js pretrained models we can quickly perform a variety of machine learning tasks. Browser-based machine learning offers several compelling advantages: In this tutorial, we’ll build a real-time gesture control application that uses your…
Classifying Technical Documentation with TensorFlow: Building a GitHub README Classifier
In this tutorial, I’ll walk you through how to build a machine learning system that automatically classifies GitHub README files by programming language. This practical application of natural language processing demonstrates how to use TensorFlow to analyze and categorize technical documentation. To provide a simple development environment we’re going to use a Jupyter Notebook. Each…