Research Article

3D Object Detection from Point Cloud Based on Deep Learning

Table 1

The accuracy of the algorithm on the KITTI validation set.

AlgorithmSimple (%)Medium (%)Difficulty (%)Speed (ms)

PointRCNN89.2078.8577.91157
Algorithms for fusing image information89.7679.5178.58392