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The illustration of a 3D environment is usually through point clouds, which might be sets of vertices in A 3-dimensional coordinate procedure. These vertices are often derived from structured gentle or LiDAR (Light-weight Detection and Ranging) sensors. A critical aspect of 3D detection will be the transformation of these point clouds into a format