Joseph Redmon
2016-09-08 336a19f14550ab1adbb0d9599284ac525fb6a5e0
src/coco.c
@@ -25,6 +25,7 @@
    //char *train_images = "/home/pjreddie/data/voc/test/train.txt";
    //char *train_images = "/home/pjreddie/data/coco/train.txt";
    char *train_images = "data/coco.trainval.txt";
    //char *train_images = "data/bags.train.list";
    char *backup_directory = "/home/pjreddie/backup/";
    srand(time(0));
    data_seed = time(0);
@@ -63,6 +64,11 @@
    args.d = &buffer;
    args.type = REGION_DATA;
    args.angle = net.angle;
    args.exposure = net.exposure;
    args.saturation = net.saturation;
    args.hue = net.hue;
    pthread_t load_thread = load_data_in_thread(args);
    clock_t time;
    //while(i*imgs < N*120){
@@ -89,11 +95,16 @@
        avg_loss = avg_loss*.9 + loss*.1;
        printf("%d: %f, %f avg, %f rate, %lf seconds, %d images\n", i, loss, avg_loss, get_current_rate(net), sec(clock()-time), i*imgs);
        if(i%1000==0){
        if(i%1000==0 || (i < 1000 && i%100 == 0)){
            char buff[256];
            sprintf(buff, "%s/%s_%d.weights", backup_directory, base, i);
            save_weights(net, buff);
        }
        if(i%100==0){
            char buff[256];
            sprintf(buff, "%s/%s.backup", backup_directory, base);
            save_weights(net, buff);
        }
        free_data(train);
    }
    char buff[256];
@@ -348,9 +359,8 @@
        convert_detections(predictions, l.classes, l.n, l.sqrt, l.side, 1, 1, thresh, probs, boxes, 0);
        if (nms) do_nms_sort(boxes, probs, l.side*l.side*l.n, l.classes, nms);
        draw_detections(im, l.side*l.side*l.n, thresh, boxes, probs, coco_classes, coco_labels, 80);
        save_image(im, "prediction");
        show_image(im, "predictions");
        show_image(sized, "resized");
        free_image(im);
        free_image(sized);
#ifdef OPENCV