This ROS package integrates the Darknet framework and YOLOv3 neural network to perform real-time object detection on images from robot cameras. It supports GPU and CPU inference modes and comes with pre-trained weights for Pascal VOC (20 classes) and COCO (80 classes) datasets. The package was developed by ETH Zurich’s Robotic Systems Lab for deployment on legged robots.