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. 2022 Aug 2;22(15):5767. doi: 10.3390/s22155767

Table 7.

Evaluation metrics for Medium (G2) compression KITTI point clouds converted with the Delaunay triangulation method and evaluated using the best YOLOv5m model obtained with Bilateral Filter-generated images.

Class Precision Recall mAP
Car 0.714 0.682 0.738
Pedestrian 0.779 0.420 0.522
Cyclist 0.707 0.559 0.608
Average 0.733 0.554 0.623