Some alternative object detection algorithms to YOLO include Faster R-CNN, SSD (Single Shot MultiBox Detector), R-FCN (Region-based Fully Convolutional Networks), and RetinaNet. Each algorithm has its strengths and can be suitable for specific use cases.