Mastering Object Detection: Fine-Tuning Anchor Boxes
The Secret Sauce of Object Detection: Finding the Perfect Anchor Boxes Object detection, a fundamental task in computer vision, involves identifying and localizing objects within an image. While complex algorithms power this process, one seemingly simple element plays a crucial role: anchor boxes. These pre-defined boxes serve as initial guesses for object locations, guiding the detection network towards accurate results. But not all anchor boxes are created equal. Choosing the right size and shape is paramount to achieving optimal performance. Let's dive into the world of anchor boxes and explore the strategies for selecting the perfect ones for your object detection tasks. Understanding Anchor Boxes: Imagine a detective using magnifying glasses of different sizes to scan a crime scene. These...