Point Cloud, Computer Vision, 3d, Machine Learning, Deep Learning.
PointNet. The raw point cloud coming from the 3D sensor can be very large in terms of number of points, so we always need to downsample them. To do this, we used 2 different algorithms : random sampling and farthest point sampling (FPS). This latter algorithm excels at preserving the meaningful