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Abdurrehman999/Posture_Ergonomics_Monitor1

sourceHugging Facemitupdated 9d agoView on Hugging Face

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App README

🧘 PostureCoach — Real-Time Posture Analysis

A browser-based posture monitoring app that uses MediaPipe Pose to classify your posture in real time and provides AI-powered coaching via Hugging Face Inference API.

Features

—📷 Real-time camera analysis — MediaPipe detects 33 body landmarks and measures shoulder, neck, and torso angles
—✅ Good Posture vs Slouching classification — instant visual feedback with color-coded skeleton overlay
—📊 Live dashboard — tracks good/bad frame counts, session time, alert streaks, and angle sparkline
—🔔 Smart alerts — configurable sound alarm + browser notifications when bad posture is detected
—🤖 AI Coach — 10 LLM models via Hugging Face Inference API (Llama, Mistral, Phi-3, Gemma, Qwen)

How to Use

1.Open the Space in your browser
2.Click ▶ Start Camera and allow camera access
3.Sit in frame — posture analysis starts immediately
4.Switch to the AI Coach tab, paste your HF token, pick a model, and get personalized advice

AI Models Supported

Provider	Models
Meta	Llama 3.2 3B, Llama 3.1 8B
Mistral	Mistral 7B, Mixtral 8x7B
Microsoft	Phi-3 Mini, Phi-3.5 Mini
Google	Gemma 2 2B, Gemma 2 9B
Qwen	Qwen2.5 3B, Qwen2.5 7B

⚠️ AI Disclaimer: Recommendations are generated by AI and are not a substitute for professional medical advice.

Privacy

All posture analysis runs 100% in your browser — no video is sent to any server. Your HF token is used only for direct API calls to Hugging Face from your browser.