// Copyright (c) OpenMMLab. All rights reserved. #include "pose_detector.h" #include "common.h" #include "core/logger.h" namespace mmdeploy { class PyPoseDedector { public: PyPoseDedector(const char *model_path, const char *device_name, int device_id) { MMDEPLOY_INFO("{}, {}, {}", model_path, device_name, device_id); auto status = mmdeploy_pose_detector_create_by_path(model_path, device_name, device_id, &handle_); if (status != MM_SUCCESS) { throw std::runtime_error("failed to create pose_detector"); } } py::list Apply(const std::vector &imgs, const std::vector> &_boxes) { std::vector mats; std::vector boxes; mats.reserve(imgs.size()); for (const auto &img : imgs) { auto mat = GetMat(img); mats.push_back(mat); } for (const auto &_box : _boxes) { mm_rect_t box = {_box[0], _box[1], _box[2], _box[3]}; boxes.push_back(box); } mm_pose_detect_t *detection{}; int num_box = boxes.size(); auto status = mmdeploy_pose_detector_apply_bbox(handle_, mats.data(), (int)mats.size(), boxes.data(), &num_box, &detection); if (status != MM_SUCCESS) { throw std::runtime_error("failed to apply pose_detector, code: " + std::to_string(status)); } auto output = py::list{}; auto result = detection; for (int i = 0; i < mats.size(); i++) { int n_point = result->length; auto pred = py::array_t({1, n_point, 3}); auto dst = pred.mutable_data(); for (int j = 0; j < n_point; j++) { dst[0] = result->point[j].x; dst[1] = result->point[j].y; dst[2] = result->score[j]; dst += 3; } output.append(std::move(pred)); result++; } mmdeploy_pose_detector_release_result(detection, (int)mats.size()); return output; } ~PyPoseDedector() { mmdeploy_pose_detector_destroy(handle_); handle_ = {}; } private: mm_handle_t handle_{}; }; static void register_python_pose_detector(py::module &m) { py::class_(m, "PoseDetector") .def(py::init([](const char *model_path, const char *device_name, int device_id) { return std::make_unique(model_path, device_name, device_id); })) .def("__call__", &PyPoseDedector::Apply); } class PythonPoseDetectorRegisterer { public: PythonPoseDetectorRegisterer() { gPythonBindings().emplace("pose_detector", register_python_pose_detector); } }; static PythonPoseDetectorRegisterer python_pose_detector_registerer; } // namespace mmdeploy