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Human Pose Detection App

A real-time human pose detection and posture analysis Android app built with Flutter and Google ML Kit.

Features

  • Real-time detection of 33 body landmarks
  • Posture alignment analysis (Good/Adjust Posture)
  • Pose classification: Standing, Sitting, Hands Raised, Walking
  • Front and rear camera support
  • Knee joint angle display
  • Works completely offline

Tech Stack

  • Flutter 3.41.4
  • Dart
  • Google ML Kit Pose Detection
  • Camera Plugin

Project Structure

lib/ +-- main.dart +-- screens/ ¦ +-- home_screen.dart +-- services/ ¦ +-- pose_detector_service.dart ¦ +-- pose_classifier.dart +-- widgets/ ¦ +-- camera_view.dart ¦ +-- pose_painter.dart +-- utils/ +-- input_image_utils.dart

Requirements

  • Android 5.0 (API Level 21) or higher
  • Camera permission

Installation

  1. Clone the repo
  2. Run flutter pub get
  3. Connect Android device
  4. Run flutter run

Download APK

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Developer

Naina Rathore

About

Real-time human pose detection Android app using Flutter & Google ML Kit — detects 33 body landmarks, analyzes posture alignment, and classifies poses like Standing, Sitting & Hands Raised. Works fully offline.

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