Fine-Tuning Object Detection: The Art of Anchor Boxes
Finding the Sweet Spot: Anchor Boxes and Object Detection Object detection, the ability of computers to identify and locate objects within images or videos, is a cornerstone of modern computer vision. One crucial component in this process is the use of anchor boxes, small bounding boxes pre-defined at various scales and aspect ratios. These anchor boxes serve as initial guesses for potential object locations, guiding the detection network towards finding the true bounding boxes. But choosing the right size and arrangement of these anchor boxes is a critical step that can significantly impact the performance of your object detector. This blog post dives into some popular strategies for selecting anchor box sizes, helping you optimize your model for better accuracy...