AI-Driven Biomechanics Analysis for Athletes

A cloud-based AI system that processes video from mobile devices, analyzes biomechanics, and provides real-time feedback.

1️⃣ Data Ingestion (Video Capture & Upload)
? Mobile App (iOS/Android) captures and uploads video
? WebRTC for real-time processing (low-latency streaming)
? AWS S3 / Google Cloud Storage to store raw videos

2️⃣ AI Processing & Pose Estimation
? Serverless Processing (AWS Lambda / GCP Cloud Functions)
? Pose Estimation Models (MoveNet, MediaPipe, OpenPose)
? Custom Biomechanics Algorithms (joint angles, speed, symmetry)
? TensorFlow / PyTorch for Deep Learning Analysis

3️⃣ Cloud Backend & APIs
? FastAPI / Flask / Node.js (Express.js) for API Handling
? GraphQL / REST API – Secure data exchange between app & AI engine
? PostgreSQL / MongoDB – Store user profiles, reports, and stats

4️⃣ Real-Time Feedback & Insights
? Redis / Firebase – Live updates & notifications
? AI-Powered Reports – Auto-generate training insights & suggestions

5️⃣ User Dashboard & Analytics
? React / Next.js / Flutter Web for interactive web dashboards
? D3.js / Chart.js / Recharts for data visualization
? Athlete & Coach Performance Tracking