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https://github.com/orbbec/OrbbecSDK_ROS2.git
synced 2026-10-11 23:09:51 +08:00
Add frame rate statistics for image_sync_node
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@@ -27,12 +27,32 @@ using std::placeholders::_8;
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class ImageSyncNode : public rclcpp::Node {
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class ImageSyncNode : public rclcpp::Node {
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public:
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public:
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ImageSyncNode()
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ImageSyncNode(const double hz)
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: Node("image_sync_node"),
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: Node("image_sync_node"),
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diff_sum_(0.0),
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diff_sum_(0.0),
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count_(0),
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count_(0),
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max_diff_(0.0),
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max_diff_(0.0),
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min_diff_(std::numeric_limits<double>::max()) {
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min_diff_(std::numeric_limits<double>::max()),
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last_time_(0.0),
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frame_interval_(1.0 / hz),
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stop_display_thread_(false) {
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auto topics = this->get_topic_names_and_types();
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std::vector<std::string> color_topics;
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std::vector<std::string> depth_topics;
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auto has_suffix = [](const std::string &str, const std::string &suffix) {
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return str.size() >= suffix.size() &&
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str.compare(str.size() - suffix.size(), suffix.size(), suffix) == 0;
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};
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for (const auto &entry : topics) {
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const std::string &topic = entry.first;
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if (has_suffix(topic, "/color/image_raw")) {
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color_topics.push_back(topic);
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} else if (has_suffix(topic, "/depth/image_raw")) {
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depth_topics.push_back(topic);
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}
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}
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rclcpp::QoS qos(rclcpp::KeepLast(10));
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rclcpp::QoS qos(rclcpp::KeepLast(10));
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qos.reliable();
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qos.reliable();
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@@ -51,10 +71,25 @@ class ImageSyncNode : public rclcpp::Node {
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camera_03_depth_sub_, camera_04_color_sub_, camera_04_depth_sub_);
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camera_03_depth_sub_, camera_04_color_sub_, camera_04_depth_sub_);
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// sync_->setAgePenalty(0.5);
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// sync_->setAgePenalty(0.5);
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sync_->setMaxIntervalDuration(rclcpp::Duration::from_seconds(frame_interval_ / 2));
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sync_->registerCallback(
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sync_->registerCallback(
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std::bind(&ImageSyncNode::sync_callback, this, _1, _2, _3, _4, _5, _6, _7, _8));
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std::bind(&ImageSyncNode::sync_callback, this, _1, _2, _3, _4, _5, _6, _7, _8));
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RCLCPP_INFO(this->get_logger(), "image sync node started.");
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RCLCPP_INFO(this->get_logger(), "image sync node started.");
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// start display thread
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display_thread_ = std::thread(&ImageSyncNode::display_thread_func, this);
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}
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~ImageSyncNode() {
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{
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std::lock_guard<std::mutex> lk(queue_mutex_);
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stop_display_thread_ = true;
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}
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queue_cv_.notify_all();
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if (display_thread_.joinable()) {
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display_thread_.join();
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}
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}
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}
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private:
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private:
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@@ -62,6 +97,26 @@ class ImageSyncNode : public rclcpp::Node {
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size_t count_;
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size_t count_;
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double max_diff_;
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double max_diff_;
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double min_diff_;
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double min_diff_;
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double last_time_; // FPS
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uint64_t frame_count_ = 0;
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uint64_t drop_count_ = 0;
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double frame_interval_;
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double fps_cur_ = 0.0;
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double fps_sum_ = 0.0;
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double fps_max_ = 0.0;
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double fps_min_ = std::numeric_limits<double>::max();
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std::thread display_thread_;
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struct FrameBundle {
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std::vector<cv::Mat> images;
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std::vector<double> timestamps;
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std::vector<std::string> camera_names;
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std::vector<std::string> image_types;
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};
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std::deque<FrameBundle> frame_queue_;
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std::mutex queue_mutex_;
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std::condition_variable queue_cv_;
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bool stop_display_thread_;
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using SyncPolicy = message_filters::sync_policies::ApproximateTime<
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using SyncPolicy = message_filters::sync_policies::ApproximateTime<
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sensor_msgs::msg::Image, sensor_msgs::msg::Image, sensor_msgs::msg::Image,
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sensor_msgs::msg::Image, sensor_msgs::msg::Image, sensor_msgs::msg::Image,
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@@ -118,6 +173,49 @@ class ImageSyncNode : public rclcpp::Node {
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return;
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return;
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}
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}
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// push to display queue (avoid blocking sync callback)
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{
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std::lock_guard<std::mutex> lk(queue_mutex_);
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// keep queue bounded to avoid memory blowup, drop oldest if full
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const size_t max_queue = 3;
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if (frame_queue_.size() >= max_queue) {
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frame_queue_.pop_front();
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}
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frame_queue_.push_back(
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FrameBundle{std::move(images), std::move(timestamps), camera_names, image_types});
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}
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queue_cv_.notify_one();
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// retrieve copy of timestamps from back of queue
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{
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std::lock_guard<std::mutex> lk(queue_mutex_);
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if (!frame_queue_.empty()) {
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std::vector<double> ts_copy = frame_queue_.back().timestamps;
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print_stats(ts_copy);
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}
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}
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}
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void display_thread_func() {
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while (true) {
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FrameBundle bundle;
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{
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std::unique_lock<std::mutex> lk(queue_mutex_);
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queue_cv_.wait(lk, [this] { return stop_display_thread_ || !frame_queue_.empty(); });
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if (stop_display_thread_ && frame_queue_.empty()) {
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return;
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}
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// take the latest frame (drop older if several)
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bundle = std::move(frame_queue_.back());
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frame_queue_.clear();
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}
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// call image_show in this thread
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image_show(bundle.images, bundle.timestamps, bundle.camera_names, bundle.image_types);
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}
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}
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void image_show(std::vector<cv::Mat> &images, std::vector<double> ×tamps,
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std::vector<std::string> &camera_names, std::vector<std::string> &image_types) {
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for (size_t i = 0; i < images.size(); i++) {
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for (size_t i = 0; i < images.size(); i++) {
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if (images[i].channels() == 1) {
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if (images[i].channels() == 1) {
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cv::Mat tmp;
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cv::Mat tmp;
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@@ -174,41 +272,20 @@ class ImageSyncNode : public rclcpp::Node {
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}
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}
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cv::imshow("Time Synced Cameras", display);
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cv::imshow("Time Synced Cameras", display);
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cv::waitKey(1);
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cv::waitKey(1);
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}
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void print_stats(std::vector<double> ×tamps) {
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std::cout << std::fixed;
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std::cout << std::fixed;
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std::cout << "===========================================================" << std::endl;
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std::cout << "===========================================================" << std::endl;
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for (int i = 0; i < 4; i++) {
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std::cout << "Camera0" << i + 1 << " stamp: color= " << std::setprecision(6)
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<< timestamps[i * 2] << " depth= " << std::setprecision(6) << timestamps[i * 2 + 1]
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<< " Delay relative to camera01(color): color= " << std::setprecision(3)
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<< (timestamps[i * 2] - timestamps[0]) * 1000.0 << " ms"
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<< " depth= " << std::setprecision(3)
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<< (timestamps[i * 2 + 1] - timestamps[0]) * 1000.0 << " ms" << std::endl;
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}
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// Camera01
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std::cout << "Camera01 stamp: color= " << std::setprecision(6) << timestamps[0]
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<< " depth= " << std::setprecision(6) << timestamps[1]
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<< " Delay relative to camera01(color): color= " << std::setprecision(3)
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<< (timestamps[0] - timestamps[0]) * 1000.0 << " ms"
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<< " depth= " << std::setprecision(3) << (timestamps[1] - timestamps[0]) * 1000.0
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<< " ms" << std::endl;
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// Camera02
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std::cout << "Camera02 stamp: color= " << std::setprecision(6) << timestamps[2]
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<< " depth= " << std::setprecision(6) << timestamps[3]
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<< " Delay relative to camera01(color): color= " << std::setprecision(3)
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<< (timestamps[2] - timestamps[0]) * 1000.0 << " ms"
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<< " depth= " << std::setprecision(3) << (timestamps[3] - timestamps[0]) * 1000.0
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<< " ms" << std::endl;
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// Camera03
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std::cout << "Camera03 stamp: color= " << std::setprecision(6) << timestamps[4]
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<< " depth= " << std::setprecision(6) << timestamps[5]
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<< " Delay relative to camera01(color): color= " << std::setprecision(3)
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<< (timestamps[4] - timestamps[0]) * 1000.0 << " ms"
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<< " depth= " << std::setprecision(3) << (timestamps[5] - timestamps[0]) * 1000.0
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<< " ms" << std::endl;
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// Camera04
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std::cout << "Camera04 stamp: color= " << std::setprecision(6) << timestamps[6]
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<< " depth= " << std::setprecision(6) << timestamps[7]
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<< " Delay relative to camera01(color): color= " << std::setprecision(3)
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<< (timestamps[6] - timestamps[0]) * 1000.0 << " ms"
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<< " depth= " << std::setprecision(3) << (timestamps[7] - timestamps[0]) * 1000.0
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<< " ms" << std::endl;
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double cur = 0.0;
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double cur = 0.0;
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double base_t = timestamps[0]; // Camera01 color
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double base_t = timestamps[0]; // Camera01 color
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for (size_t i = 0; i < timestamps.size(); ++i) {
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for (size_t i = 0; i < timestamps.size(); ++i) {
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@@ -225,12 +302,42 @@ class ImageSyncNode : public rclcpp::Node {
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<< " avg: " << avg_diff << " ms"
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<< " avg: " << avg_diff << " ms"
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<< " max: " << max_diff_ << " ms"
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<< " max: " << max_diff_ << " ms"
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<< " min: " << min_diff_ << " ms" << std::endl;
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<< " min: " << min_diff_ << " ms" << std::endl;
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// Calculate and display FPS
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if (last_time_ == 0.0) {
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last_time_ = base_t;
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} else {
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double dt = base_t - last_time_;
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// if (dt > frame_interval_ * 1.5) {
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// std::cout << "base_t: " << base_t << " last_time_: " << last_time_ << std::endl;
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// std::cout << "Frame drop detected! dt: " << dt << " s" << std::endl;
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// drop_count_ +=
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// static_cast<uint64_t>(dt / 0.0333) - 1; // Assuming 30 FPS, so frame interval
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// ~33.3ms
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// std::cout << "Total dropped frames: " << drop_count_ << std::endl;
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// }
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fps_cur_ = dt > 0.0 ? 1.0 / dt : fps_cur_;
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last_time_ = base_t;
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frame_count_++;
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fps_sum_ += fps_cur_;
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fps_max_ = std::max(fps_max_, fps_cur_);
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fps_min_ = std::min(fps_min_, fps_cur_);
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double fps_avg = fps_sum_ / frame_count_;
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std::cout << "\nFPS Statistics" << std::endl;
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std::cout << "cur: " << std::setprecision(2) << fps_cur_ << " avg: " << std::setprecision(2)
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<< fps_avg << " max: " << std::setprecision(2) << fps_max_
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<< " min: " << std::setprecision(2) << fps_min_ << std::endl;
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}
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}
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}
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};
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};
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int main(int argc, char **argv) {
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int main(int argc, char **argv) {
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rclcpp::init(argc, argv);
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rclcpp::init(argc, argv);
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rclcpp::spin(std::make_shared<ImageSyncNode>());
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// rclcpp::spin(std::make_shared<ImageSyncNode>(30.0));
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rclcpp::executors::MultiThreadedExecutor executor;
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auto node = std::make_shared<ImageSyncNode>(30.0); // Modify according to your actual frame rate
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executor.add_node(node);
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executor.spin();
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rclcpp::shutdown();
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rclcpp::shutdown();
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return 0;
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return 0;
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}
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}
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