Monocular 3D Object Detection
Monocular 3D object detection is the task of drawing 3D bounding boxes around objects in a single 2D RGB image to locate them, without the need for depth information, additional sensors, or multi-view images. This technology holds significant application value in the field of computer vision, enabling efficient object recognition and spatial localization in complex environments. It is widely used in scenarios such as autonomous driving, robot navigation, and augmented reality.
KITTI Cars Moderate
DD3D
KITTI Cars Hard
DD3D
SUN RGB-D
IM3D
KITTI Cars Easy
CaDDN
KITTI Pedestrian Hard
CaDDN
Google Objectron
KITTI Pedestrian Easy
KITTI Pedestrian Moderate
DD3D
KITTI Cyclist Easy
CaDDN
KITTI Cyclist Moderate
KITTI Cyclist Hard
CMKD
CoPerception-UAVs
Where2comm
KITTI Pedestrians Moderate val
nuScenes
LabelDistill
OPV2V
Virtual KITTI 2