
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.
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.