Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild

We introduce OMNI3D, a benchmark for 3D object detection which is larger and more diverse than popular 3D benchmarks. Right: We propose Cube R-CNN, which generalizes to unseen datasets (e.g. COCO [45]) and outperforms prior works on existing datasets.