The LUMBER (Looking Upon a Moving Bipedal Robot) dataset contains 15-sec sequences of the humanoid robot, Digit. With 110 videos, there are 49,152 images, depth images, and annotations. Our dataset required no external fiducial or motion capture markers. It also contains a variety of obstacles including fast, whole-body occlusions, static partial occlusions, and materials similar to Digit's parts.