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.
CoPerception-UAVs
Where2comm
Google Objectron
KITTI Cars Easy
CaDDN
KITTI Cars Hard
DD3D
KITTI Cars Moderate
Pseudo-Stereo
KITTI Cyclist Easy
CaDDN
KITTI Cyclist Hard
CMKD
KITTI Cyclist Moderate
KITTI Pedestrian Easy
KITTI Pedestrian Hard
DD3D
KITTI Pedestrian Moderate
DD3D
KITTI Pedestrians Moderate val
nuScenes
LabelDistill
OPV2V
SUN RGB-D
IM3D
Virtual KITTI 2