AlexeyAB
2018-06-07 1c05ebf522f0bb5776ba51a46d94aa101220fea1
src/demo.c
@@ -34,15 +34,13 @@
static float **probs;
static box *boxes;
static network net;
static image in   ;
static image in_s ;
static image det  ;
static image det_s;
static image disp = {0};
static CvCapture * cap;
static int use_webcam = 0;
static int cpp_video_capture = 0;
static float fps = 0;
static float demo_thresh = 0;
static int demo_ext_output = 0;
static float *predictions[FRAMES];
static int demo_index = 0;
@@ -51,9 +49,9 @@
static float *avg;
void draw_detections_cv(IplImage* show_img, int num, float thresh, box *boxes, float **probs, char **names, image **alphabet, int classes);
void draw_detections_cv_v3(IplImage* show_img, detection *dets, int num, float thresh, char **names, image **alphabet, int classes);
void draw_detections_cv_v3(IplImage* show_img, detection *dets, int num, float thresh, char **names, image **alphabet, int classes, int ext_output);
void show_image_cv_ipl(IplImage *disp, const char *name);
image get_image_from_stream_resize(CvCapture *cap, int w, int h, IplImage** in_img, int use_webcam);
image get_image_from_stream_resize(CvCapture *cap, int w, int h, int c, IplImage** in_img, int cpp_video_capture, int dont_close);
IplImage* in_img;
IplImage* det_img;
IplImage* show_img;
@@ -63,16 +61,15 @@
void *fetch_in_thread(void *ptr)
{
    //in = get_image_from_stream(cap);
   in = get_image_from_stream_resize(cap, net.w, net.h, &in_img, use_webcam);
    if(!in.data){
   int dont_close_stream = 0; // set 1 if your IP-camera periodically turns off and turns on video-stream
   in_s = get_image_from_stream_resize(cap, net.w, net.h, net.c, &in_img, cpp_video_capture, dont_close_stream);
    if(!in_s.data){
        //error("Stream closed.");
      printf("Stream closed.\n");
      flag_exit = 1;
      return EXIT_FAILURE;
    }
    //in_s = resize_image(in, net.w, net.h);
   in_s = make_image(in.w, in.h, in.c);
   memcpy(in_s.data, in.data, in.h*in.w*in.c*sizeof(float));
   
    return 0;
}
@@ -102,24 +99,26 @@
   */
   int letter = 0;
   int nboxes = 0;
   detection *dets = get_network_boxes(&net, det.w, det.h, demo_thresh, demo_thresh, 0, 1, &nboxes, letter);
   if (nms) do_nms_obj(dets, nboxes, l.classes, nms);
   detection *dets = get_network_boxes(&net, det_s.w, det_s.h, demo_thresh, demo_thresh, 0, 1, &nboxes, letter);
   //if (nms) do_nms_obj(dets, nboxes, l.classes, nms);  // bad results
   if (nms) do_nms_sort(dets, nboxes, l.classes, nms);
    printf("\033[2J");
    printf("\033[1;1H");
    printf("\nFPS:%.1f\n",fps);
    printf("Objects:\n\n");
    images[demo_index] = det;
    det = images[(demo_index + FRAMES/2 + 1)%FRAMES];
    //images[demo_index] = det;
    //det = images[(demo_index + FRAMES/2 + 1)%FRAMES];
   ipl_images[demo_index] = det_img;
   det_img = ipl_images[(demo_index + FRAMES / 2 + 1) % FRAMES];
    demo_index = (demo_index + 1)%FRAMES;
       
   //draw_detections(det, l.w*l.h*l.n, demo_thresh, boxes, probs, demo_names, demo_alphabet, demo_classes);
   draw_detections_cv_v3(det_img, dets, nboxes, demo_thresh, demo_names, demo_alphabet, demo_classes);
   draw_detections_cv_v3(det_img, dets, nboxes, demo_thresh, demo_names, demo_alphabet, demo_classes, demo_ext_output);
   //draw_detections_cv(det_img, l.w*l.h*l.n, demo_thresh, boxes, probs, demo_names, demo_alphabet, demo_classes);
   free(dets);
   free_detections(dets, nboxes);
   return 0;
}
@@ -134,7 +133,7 @@
}
void demo(char *cfgfile, char *weightfile, float thresh, float hier_thresh, int cam_index, const char *filename, char **names, int classes,
   int frame_skip, char *prefix, char *out_filename, int http_stream_port, int dont_show)
   int frame_skip, char *prefix, char *out_filename, int http_stream_port, int dont_show, int ext_output)
{
    //skip = frame_skip;
    image **alphabet = load_alphabet();
@@ -143,29 +142,40 @@
    demo_alphabet = alphabet;
    demo_classes = classes;
    demo_thresh = thresh;
   demo_ext_output = ext_output;
    printf("Demo\n");
    net = parse_network_cfg_custom(cfgfile, 1);
    net = parse_network_cfg_custom(cfgfile, 1); // set batch=1
    if(weightfile){
        load_weights(&net, weightfile);
    }
    set_batch_network(&net, 1);
    //set_batch_network(&net, 1);
   fuse_conv_batchnorm(net);
    srand(2222222);
    if(filename){
        printf("video file: %s\n", filename);
        cap = cvCaptureFromFile(filename);
//#ifdef CV_VERSION_EPOCH  // OpenCV 2.x
//    cap = cvCaptureFromFile(filename);
//#else              // OpenCV 3.x
      cpp_video_capture = 1;
      cap = get_capture_video_stream(filename);
//#endif
    }else{
      printf("Webcam index: %d\n", cam_index);
#ifdef CV_VERSION_EPOCH // OpenCV 2.x
        cap = cvCaptureFromCAM(cam_index);
#else             // OpenCV 3.x
      use_webcam = 1;
//#ifdef CV_VERSION_EPOCH  // OpenCV 2.x
//        cap = cvCaptureFromCAM(cam_index);
//#else              // OpenCV 3.x
      cpp_video_capture = 1;
      cap = get_capture_webcam(cam_index);
#endif
//#endif
    }
    if(!cap) error("Couldn't connect to webcam.\n");
   if (!cap) {
#ifdef WIN32
      printf("Check that you have copied file opencv_ffmpeg340_64.dll to the same directory where is darknet.exe \n");
#endif
      error("Couldn't connect to webcam.\n");
   }
    layer l = net.layers[net.n-1];
    int j;
@@ -185,22 +195,17 @@
    fetch_in_thread(0);
   det_img = in_img;
    det = in;
    det_s = in_s;
    fetch_in_thread(0);
    detect_in_thread(0);
    disp = det;
   det_img = in_img;
    det = in;
    det_s = in_s;
    for(j = 0; j < FRAMES/2; ++j){
        fetch_in_thread(0);
        detect_in_thread(0);
        disp = det;
      det_img = in_img;
        det = in;
        det_s = in_s;
    }
@@ -248,8 +253,9 @@
            }
            }else{
                char buff[256];
                sprintf(buff, "%s_%08d", prefix, count);
                save_image(disp, buff);
                sprintf(buff, "%s_%08d.jpg", prefix, count);
            cvSaveImage(buff, show_img, 0);
                //save_image(disp, buff);
            }
         // if you run it with param -http_port 8090  then open URL in your web-browser: http://localhost:8090
@@ -275,27 +281,22 @@
         if (flag_exit == 1) break;
            if(delay == 0){
                free_image(disp);
                disp  = det;
            show_img = det_img;
            }
         det_img = in_img;
            det   = in;
            det_s = in_s;
        }else {
            fetch_in_thread(0);
         det_img = in_img;
            det   = in;
            det_s = in_s;
            detect_in_thread(0);
            if(delay == 0) {
                free_image(disp);
                disp = det;
            }
         show_img = det_img;
         if (!dont_show) {
            show_image(disp, "Demo");
            show_image_cv_ipl(show_img, "Demo");
            cvWaitKey(1);
         }
         cvReleaseImage(&show_img);
        }
        --delay;
        if(delay < 0){
@@ -312,10 +313,37 @@
      cvReleaseVideoWriter(&output_video_writer);
      printf("output_video_writer closed. \n");
   }
   // free memory
   cvReleaseImage(&show_img);
   cvReleaseImage(&in_img);
   free_image(in_s);
   free(avg);
   for (j = 0; j < FRAMES; ++j) free(predictions[j]);
   for (j = 0; j < FRAMES; ++j) free_image(images[j]);
   for (j = 0; j < l.w*l.h*l.n; ++j) free(probs[j]);
   free(boxes);
   free(probs);
   free_ptrs(names, net.layers[net.n - 1].classes);
   int i;
   const int nsize = 8;
   for (j = 0; j < nsize; ++j) {
      for (i = 32; i < 127; ++i) {
         free_image(alphabet[j][i]);
      }
      free(alphabet[j]);
   }
   free(alphabet);
   free_network(net);
}
#else
void demo(char *cfgfile, char *weightfile, float thresh, float hier_thresh, int cam_index, const char *filename, char **names, int classes,
   int frame_skip, char *prefix, char *out_filename, int http_stream_port, int dont_show)
   int frame_skip, char *prefix, char *out_filename, int http_stream_port, int dont_show, int ext_output)
{
    fprintf(stderr, "Demo needs OpenCV for webcam images.\n");
}