Kitchen Scenes is a multi-view RGB-D dataset containing 9 kitchen scenes. Each scene contains multiple objects in a real cluttered environment, some of which come from a subset of objects in the BigBird dataset. The viewpoints of the scene are densely sampled, and the objects in the scene are annotated using bounding boxes and 3D point clouds.