Agentic Object Detection: A New Paradigm in Computer Vision Agentic Object Detection: A New Paradigm in Computer Vision A comprehensive exploration of active, goal-directed perception for visual systems Table of Contents 1. Introduction 2. Background and Fundamentals 3. Defining Agentic Object Detection 4. Technical Architecture 5. Mathematical Framework 6. Implementation Guide 7. Case Studies and Applications 8. Performance Evaluation 9. Challenges and Limitations 10. Future Directions 11. Conclusion 12. References 1. Introduction Object detection has been a cornerstone of computer vision for deca...