| | |
|---|
| | | int nboxes = 0; |
|---|
| | | int letterbox = (args.type == LETTERBOX_DATA); |
|---|
| | | detection *dets = get_network_boxes(&net, w, h, thresh, .5, map, 0, &nboxes, letterbox); |
|---|
| | | if (nms) do_nms_sort_v3(dets, nboxes, classes, nms); |
|---|
| | | if (nms) do_nms_sort(dets, nboxes, classes, nms); |
|---|
| | | if (coco) { |
|---|
| | | print_cocos(fp, path, dets, nboxes, classes, w, h); |
|---|
| | | } |
|---|
| | |
|---|
| | | int nboxes = 0; |
|---|
| | | int letterbox = 0; |
|---|
| | | detection *dets = get_network_boxes(&net, sized.w, sized.h, thresh, .5, 0, 1, &nboxes, letterbox); |
|---|
| | | if (nms) do_nms_obj_v3(dets, nboxes, 1, nms); |
|---|
| | | if (nms) do_nms_obj(dets, nboxes, 1, nms); |
|---|
| | | |
|---|
| | | char labelpath[4096]; |
|---|
| | | find_replace(path, "images", "labels", labelpath); |
|---|
| | |
|---|
| | | ++correct; |
|---|
| | | } |
|---|
| | | } |
|---|
| | | |
|---|
| | | fprintf(stderr, " %s - %s - ", paths[i], labelpath); |
|---|
| | | fprintf(stderr, "%5d %5d %5d\tRPs/Img: %.2f\tIOU: %.2f%%\tRecall:%.2f%%\n", i, correct, total, (float)proposals / (i + 1), avg_iou * 100 / total, 100.*correct / total); |
|---|
| | | free(id); |
|---|
| | | free_image(orig); |
|---|
| | |
|---|
| | | float hier_thresh = 0; |
|---|
| | | detection *dets = get_network_boxes(&net, 1, 1, thresh, hier_thresh, 0, 0, &nboxes, letterbox); |
|---|
| | | //detection *dets = get_network_boxes(&net, val[t].w, val[t].h, thresh, hier_thresh, 0, 1, &nboxes, letterbox); // for letterbox=1 |
|---|
| | | if (nms) do_nms_sort_v3(dets, nboxes, l.classes, nms); |
|---|
| | | if (nms) do_nms_sort(dets, nboxes, l.classes, nms); |
|---|
| | | |
|---|
| | | char labelpath[4096]; |
|---|
| | | find_replace(path, "images", "labels", labelpath); |
|---|
| | |
|---|
| | | float *X = sized.data; |
|---|
| | | time=clock(); |
|---|
| | | network_predict(net, X); |
|---|
| | | //network_predict_image(&net, im); |
|---|
| | | printf("%s: Predicted in %f seconds.\n", input, sec(clock()-time)); |
|---|
| | | //get_region_boxes(l, 1, 1, thresh, probs, boxes, 0, 0); |
|---|
| | | // if (nms) do_nms_sort(boxes, probs, l.w*l.h*l.n, l.classes, nms); |
|---|
| | | // if (nms) do_nms_sort_v2(boxes, probs, l.w*l.h*l.n, l.classes, nms); |
|---|
| | | //draw_detections(im, l.w*l.h*l.n, thresh, boxes, probs, names, alphabet, l.classes); |
|---|
| | | int nboxes = 0; |
|---|
| | | detection *dets = get_network_boxes(&net, im.w, im.h, thresh, hier_thresh, 0, 1, &nboxes, letterbox); |
|---|
| | | if (nms) do_nms_sort_v3(dets, nboxes, l.classes, nms); |
|---|
| | | if (nms) do_nms_sort(dets, nboxes, l.classes, nms); |
|---|
| | | draw_detections_v3(im, dets, nboxes, thresh, names, alphabet, l.classes); |
|---|
| | | free_detections(dets, nboxes); |
|---|
| | | save_image(im, "predictions"); |
|---|
