From a6b2511a566f77a0838dc1dd0d5f3e3c49a8faa0 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Sat, 25 Jun 2016 23:13:54 +0000
Subject: [PATCH] idk

---
 src/demo.c |  113 +++++++++++++++++++++++++++++++++-----------------------
 1 files changed, 66 insertions(+), 47 deletions(-)

diff --git a/src/demo.c b/src/demo.c
index bd8f2c2..0b870cf 100644
--- a/src/demo.c
+++ b/src/demo.c
@@ -8,16 +8,13 @@
 #include "demo.h"
 #include <sys/time.h>
 
-#define FRAMES 1
+#define FRAMES 3
 
 #ifdef OPENCV
 #include "opencv2/highgui/highgui_c.h"
 #include "opencv2/imgproc/imgproc_c.h"
 void convert_detections(float *predictions, int classes, int num, int square, int side, int w, int h, float thresh, float **probs, box *boxes, int only_objectness);
 
-#define DELAY 5
-static int delay = DELAY;
-
 static char **demo_names;
 static image *demo_labels;
 static int demo_classes;
@@ -43,14 +40,9 @@
 {
     in = get_image_from_stream(cap);
     if(!in.data){
-        in = disp;
-        if(delay == DELAY) error("Stream closed.");
-    }else{
-        if(disp.data){
-            free_image(disp);
-        }
-        in_s = resize_image(in, net.w, net.h);
+        error("Stream closed.");
     }
+    in_s = resize_image(in, net.w, net.h);
     return 0;
 }
 
@@ -63,16 +55,14 @@
     float *prediction = network_predict(net, X);
 
     memcpy(predictions[demo_index], prediction, l.outputs*sizeof(float));
-    if(delay == DELAY){
-        mean_arrays(predictions, FRAMES, l.outputs, avg);
-    }
+    mean_arrays(predictions, FRAMES, l.outputs, avg);
 
     free_image(det_s);
     convert_detections(avg, l.classes, l.n, l.sqrt, l.side, 1, 1, demo_thresh, probs, boxes, 0);
     if (nms > 0) do_nms(boxes, probs, l.side*l.side*l.n, l.classes, nms);
     printf("\033[2J");
     printf("\033[1;1H");
-    printf("\nFPS:%.0f\n",fps);
+    printf("\nFPS:%.1f\n",fps);
     printf("Objects:\n\n");
 
     images[demo_index] = det;
@@ -80,16 +70,23 @@
     demo_index = (demo_index + 1)%FRAMES;
 
     draw_detections(det, l.side*l.side*l.n, demo_thresh, boxes, probs, demo_names, demo_labels, demo_classes);
-    if(delay == 0){
-        delay = DELAY;
-    } else {
-        --delay;
-    }
+
     return 0;
 }
 
-void demo(char *cfgfile, char *weightfile, float thresh, int cam_index, const char *filename, char **names, image *labels, int classes)
+double get_wall_time()
 {
+    struct timeval time;
+    if (gettimeofday(&time,NULL)){
+        return 0;
+    }
+    return (double)time.tv_sec + (double)time.tv_usec * .000001;
+}
+
+void demo(char *cfgfile, char *weightfile, float thresh, int cam_index, const char *filename, char **names, image *labels, int classes, int frame_skip)
+{
+    //skip = frame_skip;
+    int delay = frame_skip;
     demo_names = names;
     demo_labels = labels;
     demo_classes = classes;
@@ -110,8 +107,6 @@
     }
 
     if(!cap) error("Couldn't connect to webcam.\n");
-    //cvNamedWindow("COCO", CV_WINDOW_NORMAL); 
-    //cvResizeWindow("COCO", 512, 512);
 
     detection_layer l = net.layers[net.n-1];
     int j;
@@ -124,8 +119,8 @@
     probs = (float **)calloc(l.side*l.side*l.n, sizeof(float *));
     for(j = 0; j < l.side*l.side*l.n; ++j) probs[j] = (float *)calloc(l.classes, sizeof(float *));
 
-//    pthread_t fetch_thread;
- //   pthread_t detect_thread;
+    pthread_t fetch_thread;
+    pthread_t detect_thread;
 
     fetch_in_thread(0);
     det = in;
@@ -146,37 +141,61 @@
     }
 
     int count = 0;
+    cvNamedWindow("Demo", CV_WINDOW_NORMAL); 
+    cvMoveWindow("Demo", 0, 0);
+    cvResizeWindow("Demo", 1352, 1013);
+
+    double before = get_wall_time();
+
     while(1){
         ++count;
-        struct timeval tval_before, tval_after, tval_result;
-        gettimeofday(&tval_before, NULL);
-        //if(pthread_create(&fetch_thread, 0, fetch_in_thread, 0)) error("Thread creation failed");
-        //if(pthread_create(&detect_thread, 0, detect_in_thread, 0)) error("Thread creation failed");
-        fetch_in_thread(0);
-        detect_in_thread(0);
+        if(1){
+            if(pthread_create(&fetch_thread, 0, fetch_in_thread, 0)) error("Thread creation failed");
+            if(pthread_create(&detect_thread, 0, detect_in_thread, 0)) error("Thread creation failed");
 
-        disp  = det;
-        det   = in;
-        det_s = in_s;
+            show_image(disp, "Demo");
+            int c = cvWaitKey(1);
+            if (c == 10){
+                if(frame_skip == 0) frame_skip = 60;
+                else if(frame_skip == 4) frame_skip = 0;
+                else if(frame_skip == 60) frame_skip = 4;   
+                else frame_skip = 0;
+            }
 
-        //show_image(disp, "COCO");
-        char buff[256];
-        sprintf(buff, "coco/coco_%05d", count);
-        save_image(disp, buff);
+            pthread_join(fetch_thread, 0);
+            pthread_join(detect_thread, 0);
 
-        //free_image(disp);
-        //cvWaitKey(10);
-        //pthread_join(fetch_thread, 0);
-        //pthread_join(detect_thread, 0);
+            if(delay == 0){
+                free_image(disp);
+                disp  = det;
+            }
+            det   = in;
+            det_s = in_s;
+        }else {
+            fetch_in_thread(0);
+            det   = in;
+            det_s = in_s;
+            detect_in_thread(0);
+            if(delay == 0) {
+                free_image(disp);
+                disp = det;
+            }
+            show_image(disp, "Demo");
+            cvWaitKey(1);
+        }
+        --delay;
+        if(delay < 0){
+            delay = frame_skip;
 
-        gettimeofday(&tval_after, NULL);
-        timersub(&tval_after, &tval_before, &tval_result);
-        float curr = 1000000.f/((long int)tval_result.tv_usec);
-        fps = .9*fps + .1*curr;
+            double after = get_wall_time();
+            float curr = 1./(after - before);
+            fps = curr;
+            before = after;
+        }
     }
 }
 #else
-void demo(char *cfgfile, char *weightfile, float thresh, int cam_index, const char *filename, char **names, image *labels, int classes)
+void demo(char *cfgfile, char *weightfile, float thresh, int cam_index, const char *filename, char **names, image *labels, int classes, int frame_skip)
 {
     fprintf(stderr, "Demo needs OpenCV for webcam images.\n");
 }

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