Seeking Advice and Input: Real-Time Object Detection and Tracking Project

Dear AI Community,

I hope this message finds you well. I am reaching out to seek your valuable insights and advice regarding a project I am working on, which involves real-time object detection and tracking.

Project Overview: I am developing a system that can detect and track objects in real-time video streams captured by a camera. The system needs to assign a unique ID to each detected object and trigger a predefined action or notification if an object remains stationary for a specified duration.

Challenges: While I have outlined a basic plan for the project, I anticipate encountering various challenges along the way, including:

  • Selecting the most suitable object detection and tracking framework.
  • Implementing a robust ID assignment mechanism for tracked objects.
  • Monitoring object positions and detecting stationary objects accurately.
  • Designing and integrating the action/notification mechanism seamlessly.

Seeking Your Expertise: I believe that the AI community has a wealth of knowledge and experience in this domain, and I would greatly appreciate any insights, suggestions, or best practices you can share based on your expertise. Specifically, I am interested in:

  • Recommendations for object detection and tracking frameworks.
  • Strategies for accurately assigning unique IDs to tracked objects.
  • Techniques for monitoring object positions and detecting stationary objects effectively.
  • Advice on designing and implementing the action/notification mechanism.

Your contributions will not only help me overcome the challenges I anticipate but also enrich the project with innovative ideas and approaches.

Thank you in advance for your time, support, and invaluable contributions. I look forward to engaging with you and learning from your expertise.