Real-Time Object Tracking on Mobile

Real-Time Object Tracking on Mobile

2024, Jan 14    

Real-time object tracking on mobile devices opens doors to numerous applications, from security to gaming. Achieving low-latency performance while maintaining high accuracy is the ultimate goal.

I remember the excitement of implementing my first real-time tracking system on a mobile device. By optimizing algorithms like Kalman filters and YOLO, I achieved surprising results.

Real-Time Tracking
Real-Time Object Tracking on Mobile Devices.

Challenges and solutions for real-time tracking:

  • Camera Calibration: Ensuring accurate frame captures.
  • Algorithm Optimization: Adapting tracking algorithms to run on mobile.
  • Memory Management: Handling limited resources efficiently.