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Keep shoppingBuild AI Fitness Apps in Flutter with Pose Detection
271 students
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
Created byMobile ML Academy by Hamza Asif
Last updated 5/2025
English
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
Explore related topics
Course content
10 sections • 48 lectures • 3h 58m total length
Requirements
- Basic understanding of mobile app development concepts is helpful but not mandatory
- A physical or virtual Android/iOS device for testing real-time pose detection
Description
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
Introduction to Pose Detection – Understanding key points, joints, and motion tracking
Pose Detection with Images – Select images from the gallery or capture with the camera, process poses, and detect exercises
Real-time Pose Detection – Implement AI-powered motion tracking to detect and count workouts instantly
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!
Who this course is for:
- Students & professionals eager to learn Flutter app development with practical AI applications
- Flutter developers (beginners & experienced) who want to integrate AI-based pose detection into their apps
- Anyone who want to build AI-powered exercise and yoga apps
- Mobile app developers looking to enhance apps with real-time motion tracking