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yolo demo low latency
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@ -13,15 +13,6 @@ steps=20,40,60,80,20000,30000
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scales=5,5,2,2,.1,.1
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max_batches = 40000
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[crop]
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crop_width=448
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crop_height=448
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flip=0
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angle=0
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saturation = 1.5
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exposure = 1.5
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noadjust=1
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[convolutional]
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batch_normalize=1
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filters=16
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@ -112,6 +103,7 @@ stride=2
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[batchnorm]
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[convolutional]
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xnor = 1
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batch_normalize=1
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filters=1024
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size=3
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@ -119,12 +111,15 @@ stride=1
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pad=1
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activation=leaky
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[batchnorm]
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[convolutional]
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xnor = 1
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batch_normalize=1
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filters=256
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size=3
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stride=1
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pad=1
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filters=128
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activation=leaky
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[connected]
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@ -98,6 +98,7 @@ void demo_yolo(char *cfgfile, char *weightfile, float thresh, int cam_index, cha
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while(1){
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struct timeval tval_before, tval_after, tval_result;
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gettimeofday(&tval_before, NULL);
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/*
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if(pthread_create(&fetch_thread, 0, fetch_in_thread, 0)) error("Thread creation failed");
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if(pthread_create(&detect_thread, 0, detect_in_thread, 0)) error("Thread creation failed");
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show_image(disp, "YOLO");
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@ -109,6 +110,16 @@ void demo_yolo(char *cfgfile, char *weightfile, float thresh, int cam_index, cha
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disp = det;
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det = in;
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det_s = in_s;
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*/
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fetch_in_thread(0);
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det = in;
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det_s = in_s;
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detect_in_thread(0);
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disp = det;
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show_image(disp, "YOLO");
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free_image(disp);
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cvWaitKey(1);
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gettimeofday(&tval_after, NULL);
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timersub(&tval_after, &tval_before, &tval_result);
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