Monocular 3D Object Detection
单目3D物体检测是在单张2D RGB图像中绘制3D边界框以定位物体的任务,无需深度信息、其他传感器或多视角图像。该技术在计算机视觉领域具有重要应用价值,能够实现在复杂环境下的高效物体识别与空间定位,广泛应用于自动驾驶、机器人导航和增强现实等场景。
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