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mmcv.ops.points_in_boxes_part

mmcv.ops.points_in_boxes_part(points: torch.Tensor, boxes: torch.Tensor)torch.Tensor[source]

Find the box in which each point is (CUDA).

Parameters
  • points (torch.Tensor) – [B, M, 3], [x, y, z] in LiDAR/DEPTH coordinate.

  • boxes (torch.Tensor) – [B, T, 7], num_valid_boxes <= T, [x, y, z, x_size, y_size, z_size, rz] in LiDAR/DEPTH coordinate, (x, y, z) is the bottom center.

Returns

Return the box indices of points with the shape of (B, M). Default background = -1.

Return type

torch.Tensor

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