Flutter Pose Detection: Build Ai-Powered Fitness & Yoga Apps

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

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

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 CourseIntroduction to Pose Detection and its real-world applications in fitness, sports, healthcare, and gamingHow to integrate pose detection models in Flutter using both images and live camera footageDevelop AI-powered apps, including:A Yoga Trainer App that detects and evaluates yoga posesAn Exercise Counter App that tracks body movements and counts repetitions in real-timeProcess pose detection results to recognize body postures and improve user experienceReal-time pose detection in Flutter for interactive applicationsBuild ML-based fitness tracking apps in Flutter from scratchCourse StructureIntroduction to Pose Detection – Understanding key points, joints, and motion trackingPose Detection with Images – Select images from the gallery or capture with the camera, process poses, and detect exercisesReal-time Pose Detection – Implement AI-powered motion tracking to detect and count workouts instantlyHands-on Flutter Projects – Step-by-step guidance on building interactive, ML-based fitness and wellness appsWho Is This Course For?Flutter developers (beginners & experienced) who want to integrate AI-based pose detectionMobile app developers looking to enhance apps with real-time motion trackingFitness & wellness app creators who want to build interactive workout applicationsAnyone interested in Flutter app development and AI-powered mobile experiencesWhy Take This Course?Hands-on projects for real-world experienceStep-by-step guidance to integrate pose detection in FlutterNo prior machine learning knowledge required – just basic Flutter & DartJoin us today and start building the next generation of AI-powered fitness, wellness, and gaming apps in Flutter. Let’s get moving!

Overview

Section 1: Introduction

Lecture 1 Pose Detection

Section 2: Flutter(Android & IOS): Environment Setup for MacOS

Lecture 2 Install the Flutter SDK

Lecture 3 Install Android Studio

Lecture 4 Install and Setup XCode

Lecture 5 Creating A Flutter Project and Installing in IOS Simulator

Lecture 6 Install the Android Emulator

Section 3: Flutter(Android & IOS): Setup for Windows

Lecture 7 Installing Flutter on Windows

Lecture 8 Installing Android Studio

Lecture 9 Creating Android Virtual Device

Section 4: ImagePicker Flutter: Choosing or Capturing Images in Android & IOS

Lecture 10 Creating a new Flutter Project and building GUI of ImagePicker Application

Lecture 11 Adding Libraries and doing Android & IOS configuration in Flutter

Lecture 12 Choosing Images From Gallery in Flutter

Lecture 13 Capturing Images using Camera in Flutter

Lecture 14 ImagePicker in Flutter Overview

Section 5: Pose Detection With Images

Lecture 15 Setting up Pose Detection Images Flutter Project

Lecture 16 Adding Pose Detection Libraries and doing Android Setup

Lecture 17 Pose Detection Documentation

Lecture 18 Creating Pose Detector in Flutter

Section 6: Flutter Custom Painter: Draw Anything on Screen

Lecture 19 Show Image on Screen with Custom Painter in Flutter

Lecture 20 Drawing Body Joints on Image in Flutter

Lecture 21 Improving Accuracy of Pose Detectors in Flutter

Lecture 22 Draw Digital Skeleton of Person in Flutter

Section 7: Yoga Pose Detector & Trainer in Flutter

Lecture 23 Flutter Yoga Pose Detector

Lecture 24 Detecting & Analysing Yoga Pose of a Person in Flutter

Lecture 25 How Things are being done in Flutter

Lecture 26 Enhancing Flutter Yoga Detector with ChatGPT

Section 8: Flutter(Android & IOS): Displaying Live Camera Footage

Lecture 27 Creating new Flutter project and Adding library

Lecture 28 Displaying Live Camera Footage in Flutter

Lecture 29 Getting Frames of Camera Footage One by One in Flutter

Lecture 30 Camera Package Overview

Section 9: RealTime Pose Detection in Flutter

Lecture 31 Setting up Flutter Project for Realtime Pose Detection

Lecture 32 Passing Frames to Pose Detection & Getting results in Realtime

Lecture 33 Showing Body Joints in Realtime in Flutter Apps

Lecture 34 Drawing Digital Skeleton on Flutter Screen in Realtime

Lecture 35 Realtime Pose Detection Overview

Section 10: Exercise Detection and Counting in Flutter

Lecture 36 Realtime Exercise Detector & Counter

Lecture 37 GUI changes for Exercise Rep Counting in Flutter

Lecture 38 Detecting & Counting Pushups in Flutter in Realtime

Lecture 39 The science behind exercise detection in Flutter

Lecture 40 Create Exercise Listing Screen in Flutter

Lecture 41 Displaying Exercise GIFs in Flutter

Lecture 42 ListViews in Flutter - Generating Items Dynamically

Lecture 43 Creating detection Screen

Lecture 44 Detecting & Counting Different Exercises in Flutter

Lecture 45 Building GUI of Exercise Detection Screen

Lecture 46 Enums in Flutter

Lecture 47 Enhancing Flutter App - Detection Exercises with ChatGPT

Lecture 48 One Last Thing

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