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- //
- // Created by zx on 2023/11/24.
- //
- #include "detect_manager.h"
- Error_manager DetectManager::Init(const google::protobuf::RepeatedPtrField<tof3dVzenseEtc> &tof_devices) {
- for (int device_index = 0; device_index < DeviceAzimuth::DEVICE_AZIMUTH_MAX; device_index++) {
- updateTrans((DeviceAzimuth)device_index, tof_devices[device_index].trans());
- }
- m_thread = new std::thread(&DetectManager::run, this);
- m_condit.notify_all(true);
- return {};
- }
- Error_manager DetectManager::Release() {
- stop();
- return {};
- }
- Error_manager DetectManager::updateTrans(const DeviceAzimuth &azimuth, const CoordinateTransformation3D &trans) {
- Eigen::Matrix4f rotaition = Eigen::Matrix4f::Identity();
- Eigen::Matrix3f rotation_matrix3 = Eigen::Matrix3f::Identity();
- rotation_matrix3 =
- Eigen::AngleAxisf(trans.yaw() * M_PI / 180.f, Eigen::Vector3f::UnitZ()) *
- Eigen::AngleAxisf(trans.pitch() * M_PI / 180.f, Eigen::Vector3f::UnitY()) *
- Eigen::AngleAxisf(trans.roll() * M_PI / 180.f, Eigen::Vector3f::UnitX());
- Eigen::Vector3f move;
- move << trans.x(), trans.y(), trans.z();
- rotaition.block<3, 3>(0, 0) = rotation_matrix3;
- rotaition.col(3) << move;
- LOG(INFO) << "device " << azimuth << " update rotation info: \n" << rotaition;
- rotation_matrix4[azimuth] = rotaition;
- return {};
- }
- #include "tool/time.hpp"
- void DetectManager::run() {
- LOG(INFO) << "detect thread running in " << std::this_thread::get_id();
- DetectResult m_detect_result_record;
- std::vector<pcl::PointCloud<pcl::PointXYZ>::Ptr> vct_wheel_cloud;
- for (int i = 0; i < DeviceAzimuth::DEVICE_AZIMUTH_MAX; i++) {
- vct_wheel_cloud.emplace_back(new pcl::PointCloud<pcl::PointXYZ>);
- }
- auto t_start_time = std::chrono::steady_clock::now();
- std::chrono::duration<double> cost = std::chrono::steady_clock::now() - t_start_time;
- RecordImages record_images;
- while (m_condit.is_alive()) {
- m_condit.wait();
- // 参数初始化
- cost = std::chrono::steady_clock::now() - t_start_time;
- std::this_thread::sleep_for(std::chrono::milliseconds(50 - std::min<int>(49, cost.count() * 1000)));
- t_start_time = std::chrono::steady_clock::now();
- if (m_condit.is_alive()) {
- std::vector<int> have_cloud;
- DetectResult detect_result;
- JetStream::LabelYolo seg_results;
- for (int i = 0; i < DeviceAzimuth::DEVICE_AZIMUTH_MAX; i++) {
- vct_wheel_cloud[i]->clear();
- }
- if (!LabelYoloDataBuffer::iter()->lock_exe(&LabelYoloDataBuffer::get, seg_results, 10)) {
- continue;
- }
- int lable = TimeTool::timeDropoutLL(TimeTool::TemporalPrecision::TemporalPrecisionMs, TimeTool::TemporalPrecision::TemporalPrecisionHour);
- LOG(INFO) << "after " << (lable - seg_results.label()) << "ms";
- // 判断识别结果数量以及是否存图
- int seg_num = 0;
- for (int device_index = 0; device_index < DeviceAzimuth::DEVICE_AZIMUTH_MAX; device_index++) {
- if (seg_results.boxes(device_index).confidence() > 0.7) {
- seg_num++;
- }
- }
- if (seg_num == 1 && record_images.name_1.empty()) {
- if (MatDataBuffer::iter()->lock_exe(&MatDataBuffer::getIr, seg_results.label(), record_images.img_1, 10)) {
- record_images.name_1 = TimeTool::timeDropoutStr();
- } else {
- record_images.name_1.clear();
- }
- }
- if (seg_num == 2 && record_images.name_2.empty()) {
- if (MatDataBuffer::iter()->lock_exe(&MatDataBuffer::getIr, seg_results.label(), record_images.img_2, 10)) {
- record_images.name_2 = TimeTool::timeDropoutStr();
- } else {
- record_images.name_2.clear();
- }
- }
- if (seg_num == 3 && record_images.name_3.empty()) {
- if (MatDataBuffer::iter()->lock_exe(&MatDataBuffer::getIr, seg_results.label(), record_images.img_3, 10)) {
- record_images.name_3 = TimeTool::timeDropoutStr();
- } else {
- record_images.name_3.clear();
- }
- }
- if (seg_num == 4 && record_images.name_4.empty()) {
- if (MatDataBuffer::iter()->lock_exe(&MatDataBuffer::getIr, seg_results.label(), record_images.img_4, 10)) {
- record_images.name_4 = TimeTool::timeDropoutStr();
- } else {
- record_images.name_4.clear();
- }
- }
- // 取高置信度识别结果
- for (int device_index = 0; device_index < DeviceAzimuth::DEVICE_AZIMUTH_MAX; device_index++) {
- if (seg_results.boxes(device_index).confidence() < 0.9) {
- DLOG(INFO) << device_index << " empty";
- continue;
- }
- cv::Mat pointMat;
- //LOG(INFO) << "b get data" << " empty";
- if (MatDataBuffer::iter()->lock_exe(&MatDataBuffer::get, device_index, seg_results.label(), pointMat, 10)) {
- cv::imshow(std::to_string(device_index), pointMat);
- cv::waitKey(1);
- have_cloud.push_back(device_index);
- for (int row = 0; row < 480; row++) {
- for (int col = seg_results.boxes(device_index).lines(row).begin(); col < seg_results.boxes(device_index).lines(row).end(); col++) {
- vct_wheel_cloud[device_index]->emplace_back(pointMat.at<cv::Vec3f>(row, col)[0] * 0.001,
- pointMat.at<cv::Vec3f>(row, col)[1] * 0.001,
- pointMat.at<cv::Vec3f>(row, col)[2] * 0.001);
- }
- }
- pcl::transformPointCloud(*vct_wheel_cloud[device_index], *vct_wheel_cloud[device_index], rotation_matrix4[device_index]());
- // Point3D_tool::WriteTxtCloud(ETC_PATH PROJECT_NAME "/data/cloud_" + std::to_string(device_index) + ".txt", vct_wheel_cloud[device_index]);
- }
- }
- // 点云处理
- if (!have_cloud.empty()) {
- WheelCloudOptimize(vct_wheel_cloud, detect_result);
- cost = std::chrono::steady_clock::now() - t_start_time;
- DLOG(INFO) << "cost time is " << cost.count() * 1000 << " ms";
- bool ceres_detect_ret = false;
- auto wheel_detect = detect_wheel_ceres::iter();
- // 采用上次测量结果的数据
- if (!m_detect_result_time_lock_data.timeout(0.5)) {
- detect_result = m_detect_result_time_lock_data();
- detect_result.car.wheel_width = MIN(detect_result.car.wheel_width + 0.4, 2.5);
- } else {
- detect_result.car.wheel_width = 3;
- detect_result.car.wheel_base = 2.7;
- }
- // 根据车轮数采用不同的优化方式
- if (m_detect_result_record.car.wheel_width < 1.0 || m_detect_result_record.car.wheel_base < 2.0 ||
- have_cloud.size() > 2) {
- ceres_detect_ret = wheel_detect->detect_2Step(vct_wheel_cloud[DeviceAzimuth::DEVICE_AZIMUTH_LF], vct_wheel_cloud[DeviceAzimuth::DEVICE_AZIMUTH_RF],
- vct_wheel_cloud[DeviceAzimuth::DEVICE_AZIMUTH_LR], vct_wheel_cloud[DeviceAzimuth::DEVICE_AZIMUTH_RR],
- detect_result.car.wheels_center_x, detect_result.car.wheels_center_y,
- detect_result.car.theta, detect_result.car.wheel_base,
- detect_result.car.wheel_width,detect_result.car.front_wheels_theta, detect_result.car.loss);
- if ((m_detect_result_record.car.wheel_width < 1.0 && m_detect_result_record.car.wheel_base < 1.0 && have_cloud.size() == 2) || have_cloud.size() < 2) {
- detect_result.car.wheel_width = m_detect_result_record.car.wheel_width;
- detect_result.car.wheel_base = m_detect_result_record.car.wheel_base;
- } else if (have_cloud.size() == 2) {
- for (int device_index = 0; device_index < DeviceAzimuth::DEVICE_AZIMUTH_MAX; device_index++) {
- if (!vct_wheel_cloud[device_index]->empty()) {
- have_cloud.push_back(device_index);
- }
- }
- if (have_cloud[0] % 2 == have_cloud[1] %2 ) {
- detect_result.car.wheel_width = m_detect_result_record.car.wheel_width;
- } else {
- detect_result.car.wheel_base = m_detect_result_record.car.wheel_base;
- }
- }
- } else {
- ceres_detect_ret = wheel_detect->detect_dynP(vct_wheel_cloud[DeviceAzimuth::DEVICE_AZIMUTH_LF], vct_wheel_cloud[DeviceAzimuth::DEVICE_AZIMUTH_RF],
- vct_wheel_cloud[DeviceAzimuth::DEVICE_AZIMUTH_LR], vct_wheel_cloud[DeviceAzimuth::DEVICE_AZIMUTH_RR],
- detect_result.car.wheels_center_x, detect_result.car.wheels_center_y,
- detect_result.car.theta, m_detect_result_record.car.wheel_base,
- m_detect_result_record.car.wheel_width,detect_result.car.front_wheels_theta, detect_result.car.loss);
- detect_result.car.wheel_base = m_detect_result_record.car.wheel_base;
- detect_result.car.wheel_width = m_detect_result_record.car.wheel_width;
- }
- // 如果车辆运动,不断刷新运动时间,如果由运动转为静止则刷新运动状态到静止
- float move_distance = detect_result.car.wheels_center_y - m_detect_result_record.car.wheels_center_y;
- if (fabs(move_distance) > 0.1) {
- move_statu = true;
- } else if (move_statu()) {
- move_statu = false;
- }
- if (ceres_detect_ret) {
- // 记录下测量结果
- m_detect_result_record = detect_result;
- detect_statu = Measure_OK;
- m_detect_result_time_lock_data = m_detect_result_record;
- } else {
- detect_statu = Measure_Failture;
- }
- }
- cost = std::chrono::steady_clock::now() - t_start_time;
- DLOG(INFO) << "cost time is " << cost.count() * 1000 << " ms";
- } else {
- cv::destroyAllWindows();
- }
- }
- LOG(INFO) << "detect thread " << std::this_thread::get_id() << " closed.";
- }
- void DetectManager::stop() {
- //杀死线程,
- m_condit.kill_all();
- //在线程join结束之后, 就可以可以回收线程内存资源
- m_thread->join();
- delete m_thread;
- m_thread = nullptr;
- }
- Error_manager DetectManager::WheelCloudOptimize(std::vector<pcl::PointCloud<pcl::PointXYZ>::Ptr> &vct_wheel_cloud, DetectResult &result) {
- //下采样
- pcl::VoxelGrid<pcl::PointXYZ> vox; //创建滤波对象
- vox.setLeafSize(0.03f, 0.03f, 0.03f); //设置滤波时创建的体素体积为1cm的立方体
- pcl::PointCloud<pcl::PointXYZ>::Ptr filtered_cloud(new pcl::PointCloud<pcl::PointXYZ>);
- for (int device_index = 0; device_index < DeviceAzimuth::DEVICE_AZIMUTH_MAX; device_index++) {
- if (vct_wheel_cloud[device_index]->empty()) { continue;}
- vox.setInputCloud(vct_wheel_cloud[device_index]); //设置需要过滤的点云给滤波对象
- vox.filter(*vct_wheel_cloud[device_index]); //执行滤波处理,存储输出
- }
- return {};
- }
- MeasureStatu DetectManager::getMeasureResult(DetectManager::DetectResult &result) {
- if (detect_statu() != MeasureStatu::Measure_OK) {
- return detect_statu();
- }
- if (m_detect_result_time_lock_data.timeout()) {
- return MeasureStatu::Measure_Failture;
- }
- result = m_detect_result_time_lock_data();
- return MeasureStatu::Measure_OK;
- }
- Error_manager DetectManager::carMoveStatus() {
- if (move_statu.timeout(3) && !move_statu()) {
- return {FAILED, NORMAL};
- }
- return {};
- }
- Error_manager DetectManager::Stop() {
- m_condit.kill_all();
- m_thread->join();
- delete m_thread;
- m_thread = nullptr;
- return {};
- }
- Error_manager DetectManager::Continue() {
- m_condit.reset();
- m_thread = new std::thread(&DetectManager::run, this);
- m_condit.notify_all(true);
- return {};
- }
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