Tuning Anchors: Speed vs. Accuracy in Object Detection
The Anchor Dilemma: How Choosing the Right Boxes Impacts Your Object Detection Training Time Object detection is like playing hide-and-seek with AI. Your model needs to find and identify specific objects within an image – a challenging task that often relies on cleverly designed "anchor boxes". These predefined bounding boxes act as starting points for your model, helping it pinpoint the location and size of actual objects. But choosing the right anchor boxes is crucial, as both their size and quantity directly influence your training time. Size Matters: The Impact of Anchor Box Dimensions Imagine trying to catch a butterfly with a net designed for elephants. That's what happens when you use anchor boxes that are too large or small...