Bounding Box vs Semantic Segmentation: Choosing the Right CV Annotation

Bounding boxes are fast and cheap. Semantic segmentation is precise and expensive. But which one does your computer vision model actually need? This guide compares both approaches with real-world examples from autonomous driving, retail, and medical imaging.