all.cc

// Copyright 2019-2020 Yan Yan
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

#include <spconv/box_iou.h>
#include <spconv/nms.h>
#include <spconv/point2voxel.h>
namespace py = pybind11;
using namespace pybind11::literals;

PYBIND11_MODULE(spconv_utils, m) {
  m.doc() = "util pybind11 functions for spconv";
#ifdef TV_CUDA
  m.def("non_max_suppression", &spconv::non_max_suppression<double>,
        py::return_value_policy::reference_internal, "bbox iou", "boxes"_a = 1,
        "keep_out"_a = 2, "nms_overlap_thresh"_a = 3, "device_id"_a = 4);
  m.def("non_max_suppression", &spconv::non_max_suppression<float>,
        py::return_value_policy::reference_internal, "bbox iou", "boxes"_a = 1,
        "keep_out"_a = 2, "nms_overlap_thresh"_a = 3, "device_id"_a = 4);
#endif
  m.def("non_max_suppression_cpu", &spconv::non_max_suppression_cpu<double>,
        py::return_value_policy::reference_internal, "bbox iou", "boxes"_a = 1,
        "order"_a = 2, "nms_overlap_thresh"_a = 3, "eps"_a = 4);
  m.def("non_max_suppression_cpu", &spconv::non_max_suppression_cpu<float>,
        py::return_value_policy::reference_internal, "bbox iou", "boxes"_a = 1,
        "order"_a = 2, "nms_overlap_thresh"_a = 3, "eps"_a = 4);
  m.def("rotate_non_max_suppression_cpu",
        &spconv::rotate_non_max_suppression_cpu<float>,
        py::return_value_policy::reference_internal, "bbox iou",
        "box_corners"_a = 1, "order"_a = 2, "standup_iou"_a = 3,
        "thresh"_a = 4);
  m.def("rotate_non_max_suppression_cpu",
        &spconv::rotate_non_max_suppression_cpu<double>,
        py::return_value_policy::reference_internal, "bbox iou",
        "box_corners"_a = 1, "order"_a = 2, "standup_iou"_a = 3,
        "thresh"_a = 4);
  m.def("rbbox_iou", &spconv::rbbox_iou<double>,
        py::return_value_policy::reference_internal, "rbbox iou",
        "box_corners"_a = 1, "qbox_corners"_a = 2, "standup_iou"_a = 3,
        "standup_thresh"_a = 4);
  m.def("rbbox_iou", &spconv::rbbox_iou<float>,
        py::return_value_policy::reference_internal, "rbbox iou",
        "box_corners"_a = 1, "qbox_corners"_a = 2, "standup_iou"_a = 3,
        "standup_thresh"_a = 4);
  m.def("rbbox_intersection", &spconv::rbbox_intersection<double>,
        py::return_value_policy::reference_internal, "rbbox iou",
        "box_corners"_a = 1, "qbox_corners"_a = 2, "standup_iou"_a = 3,
        "standup_thresh"_a = 4);
  m.def("rbbox_intersection", &spconv::rbbox_intersection<float>,
        py::return_value_policy::reference_internal, "rbbox iou",
        "box_corners"_a = 1, "qbox_corners"_a = 2, "standup_iou"_a = 3,
        "standup_thresh"_a = 4);
  m.def("points_to_voxel_3d_np", &spconv::points_to_voxel_3d_np<float, 3>,
        "matrix tensor_square", "points"_a = 1, "voxels"_a = 2,
        "voxel_point_mask"_a = 3, "coors"_a = 4, "num_points_per_voxel"_a = 5,
        "coor_to_voxelidx"_a = 6, "voxel_size"_a = 7, "coors_range"_a = 8,
        "max_points"_a = 9, "max_voxels"_a = 10);
  m.def("points_to_voxel_3d_np", &spconv::points_to_voxel_3d_np<double, 3>,
        "matrix tensor_square", "points"_a = 1, "voxels"_a = 2,
        "voxel_point_mask"_a = 3, "coors"_a = 4, "num_points_per_voxel"_a = 5,
        "coor_to_voxelidx"_a = 6, "voxel_size"_a = 7, "coors_range"_a = 8,
        "max_points"_a = 9, "max_voxels"_a = 10);
  m.def("points_to_voxel_3d_np_mean",
        &spconv::points_to_voxel_3d_np_mean<float, 3>, "matrix tensor_square",
        "points"_a = 1, "voxels"_a = 2, "voxel_point_mask"_a = 3, "means"_a = 4,
        "coors"_a = 5, "num_points_per_voxel"_a = 6, "coor_to_voxelidx"_a = 7,
        "voxel_size"_a = 8, "coors_range"_a = 9, "max_points"_a = 10,
        "max_voxels"_a = 11);
  m.def("points_to_voxel_3d_np_mean",
        &spconv::points_to_voxel_3d_np_mean<double, 3>, "matrix tensor_square",
        "points"_a = 1, "voxels"_a = 2, "voxel_point_mask"_a = 3, "means"_a = 4,
        "coors"_a = 5, "num_points_per_voxel"_a = 6, "coor_to_voxelidx"_a = 7,
        "voxel_size"_a = 8, "coors_range"_a = 9, "max_points"_a = 10,
        "max_voxels"_a = 11);
  m.def("points_to_voxel_3d_with_filtering",
        &spconv::points_to_voxel_3d_with_filtering<float, 3>,
        "matrix tensor_square", "points"_a = 1, "voxels"_a = 2,
        "voxel_point_mask"_a = 3, "voxel_mask"_a = 4, "mins"_a = 5,
        "maxs"_a = 6, "coors"_a = 7, "num_points_per_voxel"_a = 8,
        "coor_to_voxelidx"_a = 9, "voxel_size"_a = 10, "coors_range"_a = 11,
        "max_points"_a = 12, "max_voxels"_a = 13, "block_factor"_a = 14,
        "block_size"_a = 15, "height_threshold"_a = 16,
        "height_high_threshold"_a = 17);
  m.def("points_to_voxel_3d_with_filtering",
        &spconv::points_to_voxel_3d_with_filtering<float, 3>,
        "matrix tensor_square", "points"_a = 1, "voxels"_a = 2,
        "voxel_point_mask"_a = 3, "voxel_mask"_a = 4, "mins"_a = 5,
        "maxs"_a = 6, "coors"_a = 7, "num_points_per_voxel"_a = 8,
        "coor_to_voxelidx"_a = 9, "voxel_size"_a = 10, "coors_range"_a = 11,
        "max_points"_a = 12, "max_voxels"_a = 13, "block_factor"_a = 14,
        "block_size"_a = 15, "height_threshold"_a = 16,
        "height_high_threshold"_a = 17);
}