Yes, YOLO is a convolutional neural network (CNN) type. It's specifically designed for real-time object detection, unlike traditional CNNs that are primarily used for classification tasks like those seen in ImageNet challenges. YOLO utilizes convolutional layers for feature extraction and classification, but it differs in its architecture by directly predicting bounding boxes and class probabilities in a single pass, making it efficient for real-time applications.