Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Pose Estimation with ml5.js - Body Tracking and Skeleton Visualization

Coding Train via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore pose estimation using ml5.js in this 21-minute video tutorial. Learn to implement the BodyPose model with MoveNet and BlazePose, tracking body keypoints and visualizing 'skeleton' connections using live video. Dive into coding examples, starting with single image detection and progressing to more complex applications like adding a virtual hat. Discover the underlying concepts, including the COCO dataset and creative inspirations. Follow along with provided p5.js Web Editor sketches to practice detecting specific keypoints, creating skeleton connections, and even experimenting with 3D BlazePose. Gain insights into machine learning applications for webcam-based pose detection, equipping you with skills to create interactive and engaging projects using JavaScript and ml5.js.

Syllabus

Introduction
What is the BodyPose model?
Coco Dataset
Creative Inspiration
Start coding
Working with specific keypoints
Skeleton connections between the keypoints
Using dist function
BlazePose
Outro

Taught by

The Coding Train

Reviews

Start your review of Pose Estimation with ml5.js - Body Tracking and Skeleton Visualization

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.