PoseDance - Build a TikTok Trainer
Offered By: JavaScript Conferences by GitNation via YouTube
Course Description
Overview
Learn how to build PoseDance, a TikTok trainer application, in this engaging conference talk from JSNation Live 2020. Discover the process of leveraging PoseNet technology to map body motion, create skeleton overlays on videos, and compare dance moves using webcam input. Explore the integration of Azure functions for user authentication and PlayFab as a game-friendly backend for score tracking and leaderboard creation. Gain insights into the technical aspects of the project, including dependencies, embedding, posing, drawing, and scoring mechanisms. Delve into discussions on accessibility, body diversity, and potential applications beyond dance training. Follow along as the speaker demonstrates the finished product and addresses common challenges in implementation.
Syllabus
Introduction
What is TikTok
Example Output
Person Lab
Behind the Scenes
About PoseDance
The Idea
Ableism
Building PoseDance
Dependencies
Embedding
PoseNet
Posing
Drawing
Scoring
Backend
Leaderboard
Deployment
Demo
QA
Life Problems
Body Types
Other Applications
Rework Scoring
Taught by
JavaScript Conferences by GitNation
Related Courses
Building Geospatial Apps on Postgres, PostGIS, & Citus at Large ScaleMicrosoft via YouTube Unlocking the Power of ML for Your JavaScript Applications with TensorFlow.js
TensorFlow via YouTube Managing the Reactive World with RxJava - Jake Wharton
ChariotSolutions via YouTube What's New in Grails 2.0
ChariotSolutions via YouTube Performance Analysis of Apache Spark and Presto in Cloud Environments
Databricks via YouTube