Visual Relationship Detection (VRD) involves identifying and understanding the interactions between objects within an image, enabling machines to comprehend scenes more intelligently. It is a crucial component in advancing computer vision applications like image retrieval, scene understanding, and human-computer interaction by providing context beyond mere object recognition.