Udemy

Build AI Fitness Apps in Flutter with Pose Detection

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  • 227 Students
  • Updated 5/2025
  • Certificate Available
4.6
(34 Ratings)
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Course Information

Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
3 Hour(s) 58 Minute(s)
Language
English
Taught by
Mobile ML Academy by Hamza Asif
Certificate
  • Available
  • *The delivery and distribution of the certificate are subject to the policies and arrangements of the course provider.
Rating
4.6
(34 Ratings)

Course Overview

Build AI Fitness Apps in Flutter with Pose Detection

Learn Pose Detection in Flutter to Build AI-Powered Fitness & Yoga Apps with Real-Time Motion Tracking & Exercise Count

Do you want to build intelligent mobile apps that can understand human movements, detect yoga poses, and count exercises in real-time? If so, this course is for you!


In this comprehensive course, you'll learn how to integrate pose detection models into Flutter apps from scratch. Whether you're building fitness trackers, AI-powered yoga trainers, or interactive gaming applications, pose detection allows you to analyze human body movements by identifying key points—such as shoulders, elbows, knees, and ankles.


What You’ll Learn in This Course

  • Introduction to Pose Detection and its real-world applications in fitness, sports, healthcare, and gaming

  • How to integrate pose detection models in Flutter using both images and live camera footage

  • Develop AI-powered apps, including:

    • A Yoga Trainer App that detects and evaluates yoga poses

    • An Exercise Counter App that tracks body movements and counts repetitions in real-time

      • Process pose detection results to recognize body postures and improve user experience

      • Real-time pose detection in Flutter for interactive applications

      • Build ML-based fitness tracking apps in Flutter from scratch


Course Structure

  1. Introduction to Pose Detection – Understanding key points, joints, and motion tracking

  2. Pose Detection with Images – Select images from the gallery or capture with the camera, process poses, and detect exercises

  3. Real-time Pose Detection – Implement AI-powered motion tracking to detect and count workouts instantly

  4. Hands-on Flutter Projects – Step-by-step guidance on building interactive, ML-based fitness and wellness apps


Who Is This Course For?

  • Flutter developers (beginners & experienced) who want to integrate AI-based pose detection

  • Mobile app developers looking to enhance apps with real-time motion tracking

  • Fitness & wellness app creators who want to build interactive workout applications

  • Anyone interested in Flutter app development and AI-powered mobile experiences


Why Take This Course?

  • Hands-on projects for real-world experience

  • Step-by-step guidance to integrate pose detection in Flutter

  • No prior machine learning knowledge required – just basic Flutter & Dart

Join us today and start building the next generation of AI-powered fitness, wellness, and gaming apps in Flutter. Let’s get moving!

Course Content

  • 10 section(s)
  • 48 lecture(s)
  • Section 1 Introduction
  • Section 2 Flutter(Android & IOS): Environment Setup for MacOS
  • Section 3 Flutter(Android & IOS): Setup for Windows
  • Section 4 ImagePicker Flutter: Choosing or Capturing Images in Android & IOS
  • Section 5 Pose Detection With Images
  • Section 6 Flutter Custom Painter: Draw Anything on Screen
  • Section 7 Yoga Pose Detector & Trainer in Flutter
  • Section 8 Flutter(Android & IOS): Displaying Live Camera Footage
  • Section 9 RealTime Pose Detection in Flutter
  • Section 10 Exercise Detection and Counting in Flutter

What You’ll Learn

  • Integrate pose detection models in Flutter to track human body movements
  • Detect yoga poses and exercises using AI-powered pose estimation
  • Process images and live camera footage for real-time motion tracking
  • Build a yoga trainer app that evaluates and recognizes different poses
  • Develop an AI-powered exercise counter that tracks and counts workouts
  • Use Flutter & Dart to create intelligent fitness and wellness applications
  • Understand key points and joints detection for body movement analysis
  • Apply pose detection in various domains, including fitness, sports, and healthcare
  • Gain hands-on experience with practical, real-world Flutter projects


Reviews

  • A
    Arif Rachmat Darmawan
    5.0

    I am extremely satisfied with this course! The content is very clear, well structured, and easy to follow even for such a technical topic as pose detection using Flutter and AI. The instructor explains things very well and the practical steps are really helpful in building a functional fitness/yoga app. This course has greatly improved my understanding of integrating AI with Flutter, and now I feel much more confident in building my own “smart workout” app. Thank you so much for the content I highly recommend it to anyone who wants to learn how to build AI-powered fitness apps!

  • U
    Udemy User
    5.0

    good

  • S
    Saad Huzaifa
    5.0

    Perfect example of how we can do anything with GenAI. Recommended

  • D
    Dastagir
    5.0

    Looking for something like this for a long long time time. Exciting

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