The Canny Edge Detector is an edge detection operator that uses a multi-stage algorithm to detect a wide range of edges in images, ensuring low error rates and accurate localization. It is renowned for its ability to suppress noise while preserving important structural properties, making it a popular choice in computer vision applications.