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🚀 AI Engineering Projects

Explore my collection of AI-powered projects utilizing tools like Mediapipe and YOLO for real-world applications.

🖐️ Using Mediapipe by Google

✋ Hand Detection and Tracking

  • Objective: Detect and track human hands in real-time video streams.
  • Technology: Mediapipe Hand Tracking API.
  • Applications:
  • Gesture recognition
  • Virtual sign language systems

🧍 Pose Estimation

  • Objective: Detect and estimate human poses from real-time video feeds.
  • Technology: Mediapipe Pose Estimation API.
  • Applications:
  • Fitness tracking and posture correction
  • Motion-based games

🧑‍🎤 FaceMesh Detection

  • Objective: Detect human faces and generate a mesh in real time.
  • Technology: Mediapipe FaceMesh API.
  • Applications:
  • AR/VR applications (filters, effects)
  • Face recognition and tracking

🛣️ Using YOLO (You Only Look Once)

📹 City CCTV Installation and VMS

  • Objective: Design and optimize a city-wide surveillance system.
  • Tasks:
  • Vehicle tracking
  • Vehicle counting using real-time video streams
  • Model: YOLOv8 (State-of-the-art object detection).
  • Tools:
  • OpenCV for real-time video processing
  • FastAPI for backend API services

🎯 Key Highlights

  • Cutting-edge AI models for real-world use cases.
  • Real-time performance with optimized tools and frameworks.
  • Scalable applications for smart cities, AR/VR, and computer vision.

Let me know if you'd like to collaborate or explore these projects further! 🚀