AlexeyAB
2018-02-08 cd8a3dcb4ca42f22ad8f46a95e00977c92be6bbd
src/yolo_console_dll.cpp
@@ -11,10 +11,10 @@
#ifdef _WIN32
#define OPENCV
#include "windows.h"
#endif
#define TRACK_OPTFLOW
// To use tracking - uncomment the following line. Tracking is supported only by OpenCV 3.x
//#define TRACK_OPTFLOW
#include "yolo_v2_class.hpp"  // imported functions from DLL
@@ -37,24 +37,20 @@
#pragma comment(lib, "opencv_highgui" OPENCV_VERSION ".lib")
#endif
void draw_boxes(cv::Mat mat_img, std::vector<bbox_t> result_vec, std::vector<std::string> obj_names, 
   unsigned int wait_msec = 0, int current_det_fps = -1, int current_cap_fps = -1)
   int current_det_fps = -1, int current_cap_fps = -1)
{
   int const colors[6][3] = { { 1,0,1 },{ 0,0,1 },{ 0,1,1 },{ 0,1,0 },{ 1,1,0 },{ 1,0,0 } };
   for (auto &i : result_vec) {
      int const offset = i.obj_id * 123457 % 6;
      int const color_scale = 150 + (i.obj_id * 123457) % 100;
      cv::Scalar color(colors[offset][0], colors[offset][1], colors[offset][2]);
      color *= color_scale;
      cv::rectangle(mat_img, cv::Rect(i.x, i.y, i.w, i.h), color, 5);
      cv::Scalar color = obj_id_to_color(i.obj_id);
      cv::rectangle(mat_img, cv::Rect(i.x, i.y, i.w, i.h), color, 2);
      if (obj_names.size() > i.obj_id) {
         std::string obj_name = obj_names[i.obj_id];
         if (i.track_id > 0) obj_name += " - " + std::to_string(i.track_id);
         cv::Size const text_size = getTextSize(obj_name, cv::FONT_HERSHEY_COMPLEX_SMALL, 1.2, 2, 0);
         int const max_width = (text_size.width > i.w + 2) ? text_size.width : (i.w + 2);
         cv::rectangle(mat_img, cv::Point2f(std::max((int)i.x - 3, 0), std::max((int)i.y - 30, 0)),
         cv::rectangle(mat_img, cv::Point2f(std::max((int)i.x - 1, 0), std::max((int)i.y - 30, 0)),
            cv::Point2f(std::min((int)i.x + max_width, mat_img.cols-1), std::min((int)i.y, mat_img.rows-1)), 
            color, CV_FILLED, 8, 0);
         putText(mat_img, obj_name, cv::Point2f(i.x, i.y - 10), cv::FONT_HERSHEY_COMPLEX_SMALL, 1.2, cv::Scalar(0, 0, 0), 2);
@@ -64,8 +60,6 @@
      std::string fps_str = "FPS detection: " + std::to_string(current_det_fps) + "   FPS capture: " + std::to_string(current_cap_fps);
      putText(mat_img, fps_str, cv::Point2f(10, 20), cv::FONT_HERSHEY_COMPLEX_SMALL, 1.2, cv::Scalar(50, 255, 0), 2);
   }
   cv::imshow("window name", mat_img);
   cv::waitKey(wait_msec);
}
#endif   // OPENCV
@@ -91,17 +85,29 @@
int main(int argc, char *argv[])
{
   std::string  names_file = "data/voc.names";
   std::string  cfg_file = "cfg/yolo-voc.cfg";
   std::string  weights_file = "yolo-voc.weights";
   std::string filename;
   if (argc > 1) filename = argv[1];
   //Detector detector("cfg/yolo-voc.cfg", "yolo-voc.weights");
   Detector detector("tiny-yolo-voc_air.cfg", "backup/tiny-yolo-voc_air_5000.weights");
   if (argc > 4) {   //voc.names yolo-voc.cfg yolo-voc.weights test.mp4
      names_file = argv[1];
      cfg_file = argv[2];
      weights_file = argv[3];
      filename = argv[4];
   }
   else if (argc > 1) filename = argv[1];
   auto obj_names = objects_names_from_file("data/voc.names");
   float const thresh = (argc > 5) ? std::stof(argv[5]) : 0.20;
   Detector detector(cfg_file, weights_file);
   auto obj_names = objects_names_from_file(names_file);
   std::string out_videofile = "result.avi";
   bool const save_output_videofile = false;
#ifdef TRACK_OPTFLOW
   Tracker_optflow tracker_flow;
   detector.wait_stream = true;
#endif
   while (true) 
@@ -112,6 +118,9 @@
      
      try {
#ifdef OPENCV
         preview_boxes_t large_preview(100, 150, false), small_preview(50, 50, true);
         bool show_small_boxes = false;
         std::string const file_ext = filename.substr(filename.find_last_of(".") + 1);
         std::string const protocol = filename.substr(0, 7);
         if (file_ext == "avi" || file_ext == "mp4" || file_ext == "mjpg" || file_ext == "mov" ||  // video file
@@ -156,26 +165,47 @@
               {
                  std::unique_lock<std::mutex> lock(mtx);
                  det_image = detector.mat_to_image_resize(cur_frame);
                  result_vec = thread_result_vec;
                  result_vec = detector.tracking(result_vec);  // comment it - if track_id is not required
                  auto old_result_vec = detector.tracking_id(result_vec);
                  auto detected_result_vec = thread_result_vec;
                  result_vec = detected_result_vec;
#ifdef TRACK_OPTFLOW
                  // track optical flow
                  if (track_optflow_queue.size() > 0) {
                     std::queue<cv::Mat> new_track_optflow_queue;
                     //std::cout << "\n !!!! all = " << track_optflow_queue.size() << ", cur = " << passed_flow_frames << std::endl;
                     tracker_flow.update_tracking_flow(track_optflow_queue.front());
                     cv::Mat first_frame = track_optflow_queue.front();
                     tracker_flow.update_tracking_flow(track_optflow_queue.front(), result_vec);
                     while (track_optflow_queue.size() > 1) {
                        track_optflow_queue.pop();
                        result_vec = tracker_flow.tracking_flow(track_optflow_queue.front(), result_vec);
                        if (track_optflow_queue.size() <= passed_flow_frames && new_track_optflow_queue.size() == 0)
                           new_track_optflow_queue = track_optflow_queue;
                        result_vec = tracker_flow.tracking_flow(track_optflow_queue.front(), false);
                     }
                     track_optflow_queue = new_track_optflow_queue;
                     new_track_optflow_queue.swap(std::queue<cv::Mat>());
                     track_optflow_queue.pop();
                     passed_flow_frames = 0;
                     result_vec = detector.tracking_id(result_vec);
                     auto tmp_result_vec = detector.tracking_id(detected_result_vec);
                     small_preview.set(first_frame, tmp_result_vec);
                  }
#endif
                  result_vec = detector.tracking_id(result_vec);  // comment it - if track_id is not required
                  // add old tracked objects
                  for (auto &i : old_result_vec) {
                     auto it = std::find_if(result_vec.begin(), result_vec.end(),
                        [&i](bbox_t const& b) { return b.track_id == i.track_id && b.obj_id == i.obj_id; });
                     bool track_id_absent = (it == result_vec.end());
                     if (track_id_absent) {
                        if (i.frames_counter-- > 1)
                           result_vec.push_back(i);
                     }
                     else {
                        it->frames_counter = std::min((unsigned)3, i.frames_counter + 1);
                     }
                  }
#ifdef TRACK_OPTFLOW
                  tracker_flow.update_cur_bbox_vec(result_vec);
                  result_vec = tracker_flow.tracking_flow(cur_frame, false);  // track optical flow
#endif
                  consumed = false;
                  cv_pre_tracked.notify_all();
               }
@@ -185,20 +215,20 @@
                     auto current_image = det_image;
                     consumed = true;
                     while (current_image.use_count() > 0) {
                        //std::vector<bbox_t> result;
                        auto result = detector.detect_resized(*current_image, frame_size, 0.24, false);  // true
                        //Sleep(200);
                        //Sleep(50);
                        auto result = detector.detect_resized(*current_image, frame_size, thresh, false);   // true
                        ++fps_det_counter;
                        std::unique_lock<std::mutex> lock(mtx);
                        thread_result_vec = result;
                        current_image = det_image;
                        consumed = true;
                        cv_detected.notify_all();
                        while (consumed) cv_pre_tracked.wait(lock);
                        if (detector.wait_stream) {
                           while (consumed) cv_pre_tracked.wait(lock);
                        }
                        current_image = det_image;
                     }
                  });
               }
               //while (!consumed); // sync detection
               if (!cur_frame.empty()) {
                  steady_end = std::chrono::steady_clock::now();
@@ -210,14 +240,21 @@
                     fps_cap_counter = 0;
                  }
                  large_preview.set(cur_frame, result_vec);
#ifdef TRACK_OPTFLOW
                  ++passed_flow_frames;
                  track_optflow_queue.push(cur_frame.clone());
                  result_vec = tracker_flow.tracking_flow(cur_frame, result_vec);   // track optical flow
#endif
                  result_vec = tracker_flow.tracking_flow(cur_frame);   // track optical flow
                  small_preview.draw(cur_frame, show_small_boxes);
#endif
                  draw_boxes(cur_frame, result_vec, obj_names, 3, current_det_fps, current_cap_fps);
                  draw_boxes(cur_frame, result_vec, obj_names, current_det_fps, current_cap_fps);
                  //show_console_result(result_vec, obj_names);
                  large_preview.draw(cur_frame);
                  cv::imshow("window name", cur_frame);
                  int key = cv::waitKey(3);  // 3 or 16ms
                  if (key == 'f') show_small_boxes = !show_small_boxes;
                  if (output_video.isOpened() && videowrite_ready) {
                     if (t_videowrite.joinable()) t_videowrite.join();
@@ -229,11 +266,13 @@
                  }
               }
#ifndef TRACK_OPTFLOW
               // wait detection result for video-file only (not for net-cam)
               //if (protocol != "rtsp://" && protocol != "http://" && protocol != "https:/") {
               // std::unique_lock<std::mutex> lock(mtx);
               // while (!consumed) cv_detected.wait(lock);
               //}
               if (protocol != "rtsp://" && protocol != "http://" && protocol != "https:/") {
                  std::unique_lock<std::mutex> lock(mtx);
                  while (!consumed) cv_detected.wait(lock);
               }
#endif
            }
            if (t_cap.joinable()) t_cap.join();
            if (t_detect.joinable()) t_detect.join();
@@ -257,8 +296,10 @@
         else {   // image file
            cv::Mat mat_img = cv::imread(filename);
            std::vector<bbox_t> result_vec = detector.detect(mat_img);
            result_vec = detector.tracking(result_vec);  // comment it - if track_id is not required
            result_vec = detector.tracking_id(result_vec);  // comment it - if track_id is not required
            draw_boxes(mat_img, result_vec, obj_names);
            cv::imshow("window name", mat_img);
            cv::waitKey(3);   // 3 or 16ms
            show_console_result(result_vec, obj_names);
         }
#else