| | |
| | | |
| | | static int coco_ids[] = {1,2,3,4,5,6,7,8,9,10,11,13,14,15,16,17,18,19,20,21,22,23,24,25,27,28,31,32,33,34,35,36,37,38,39,40,41,42,43,44,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,67,70,72,73,74,75,76,77,78,79,80,81,82,84,85,86,87,88,89,90}; |
| | | |
| | | void replace_image_to_label(char *input_path, char *output_path) { |
| | | find_replace(input_path, "images", "labels", output_path); |
| | | find_replace(output_path, "JPEGImages", "labels", output_path); |
| | | find_replace(output_path, ".jpg", ".txt", output_path); |
| | | find_replace(output_path, ".png", ".txt", output_path); |
| | | find_replace(output_path, ".bmp", ".txt", output_path); |
| | | find_replace(output_path, ".JPG", ".txt", output_path); |
| | | find_replace(output_path, ".JPEG", ".txt", output_path); |
| | | find_replace(output_path, ".ppm", ".txt", output_path); |
| | | } |
| | | |
| | | void train_detector(char *datacfg, char *cfgfile, char *weightfile, int *gpus, int ngpus, int clear, int dont_show) |
| | | { |
| | | list *options = read_data_cfg(datacfg); |
| | |
| | | //int dim = (rand() % 12 + (init_w/32 - 5)) * 32; // +-160 |
| | | //int dim = (rand() % 4 + 16) * 32; |
| | | //if (get_current_batch(net)+100 > net.max_batches) dim = 544; |
| | | int random_val = rand() % 12; |
| | | int dim_w = (random_val + (init_w / 32 - 5)) * 32; // +-160 |
| | | int dim_h = (random_val + (init_h / 32 - 5)) * 32; // +-160 |
| | | |
| | | //int random_val = rand() % 12; |
| | | //int dim_w = (random_val + (init_w / 32 - 5)) * 32; // +-160 |
| | | //int dim_h = (random_val + (init_h / 32 - 5)) * 32; // +-160 |
| | | |
| | | float random_val = rand_scale(1.4); // *x or /x |
| | | int dim_w = roundl(random_val*init_w / 32) * 32; |
| | | int dim_h = roundl(random_val*init_h / 32) * 32; |
| | | |
| | | if (dim_w < 32) dim_w = 32; |
| | | if (dim_h < 32) dim_h = 32; |
| | | |
| | |
| | | |
| | | char labelpath[4096]; |
| | | replace_image_to_label(path, labelpath); |
| | | //find_replace(path, "images", "labels", labelpath); |
| | | //find_replace(labelpath, "JPEGImages", "labels", labelpath); |
| | | //find_replace(labelpath, ".jpg", ".txt", labelpath); |
| | | //find_replace(labelpath, ".png", ".txt", labelpath); |
| | | //find_replace(labelpath, ".bmp", ".txt", labelpath); |
| | | //find_replace(labelpath, ".JPG", ".txt", labelpath); |
| | | //find_replace(labelpath, ".JPEG", ".txt", labelpath); |
| | | //find_replace(labelpath, ".ppm", ".txt", labelpath); |
| | | |
| | | int num_labels = 0; |
| | | box_label *truth = read_boxes(labelpath, &num_labels); |
| | |
| | | |
| | | char labelpath[4096]; |
| | | replace_image_to_label(path, labelpath); |
| | | //find_replace(path, "images", "labels", labelpath); |
| | | //find_replace(labelpath, "JPEGImages", "labels", labelpath); |
| | | //find_replace(labelpath, ".jpg", ".txt", labelpath); |
| | | //find_replace(labelpath, ".png", ".txt", labelpath); |
| | | //find_replace(labelpath, ".bmp", ".txt", labelpath); |
| | | //find_replace(labelpath, ".JPG", ".txt", labelpath); |
| | | //find_replace(labelpath, ".JPEG", ".txt", labelpath); |
| | | //find_replace(labelpath, ".ppm", ".txt", labelpath); |
| | | int num_labels = 0; |
| | | box_label *truth = read_boxes(labelpath, &num_labels); |
| | | int i, j; |
| | |
| | | char *path_dif = paths_dif[image_index]; |
| | | |
| | | char labelpath_dif[4096]; |
| | | find_replace(path_dif, "images", "labels", labelpath_dif); |
| | | find_replace(labelpath_dif, "JPEGImages", "labels", labelpath_dif); |
| | | find_replace(labelpath_dif, ".jpg", ".txt", labelpath_dif); |
| | | find_replace(labelpath_dif, ".JPEG", ".txt", labelpath_dif); |
| | | find_replace(labelpath_dif, ".png", ".txt", labelpath_dif); |
| | | replace_image_to_label(path_dif, labelpath_dif); |
| | | |
| | | truth_dif = read_boxes(labelpath_dif, &num_labels_dif); |
| | | } |
| | | |
| | |
| | | char *path = paths[i]; |
| | | char labelpath[4096]; |
| | | replace_image_to_label(path, labelpath); |
| | | //find_replace(path, "images", "labels", labelpath); |
| | | //find_replace(labelpath, "JPEGImages", "labels", labelpath); |
| | | //find_replace(labelpath, ".jpg", ".txt", labelpath); |
| | | //find_replace(labelpath, ".png", ".txt", labelpath); |
| | | //find_replace(labelpath, ".bmp", ".txt", labelpath); |
| | | //find_replace(labelpath, ".JPG", ".txt", labelpath); |
| | | //find_replace(labelpath, ".JPEG", ".txt", labelpath); |
| | | //find_replace(labelpath, ".ppm", ".txt", labelpath); |
| | | |
| | | int num_labels = 0; |
| | | box_label *truth = read_boxes(labelpath, &num_labels); |
| | | //printf(" new path: %s \n", labelpath); |
| | |
| | | { |
| | | char labelpath[4096]; |
| | | replace_image_to_label(input, labelpath); |
| | | //find_replace(input, ".jpg", ".txt", labelpath); |
| | | //find_replace(labelpath, ".png", ".txt", labelpath); |
| | | //find_replace(labelpath, ".bmp", ".txt", labelpath); |
| | | //find_replace(labelpath, ".JPG", ".txt", labelpath); |
| | | //find_replace(labelpath, ".JPEG", ".txt", labelpath); |
| | | //find_replace(labelpath, ".ppm", ".txt", labelpath); |
| | | |
| | | FILE* fw = fopen(labelpath, "wb"); |
| | | int i; |
| | |
| | | if(strlen(filename) > 0) |
| | | if (filename[strlen(filename) - 1] == 0x0d) filename[strlen(filename) - 1] = 0; |
| | | demo(cfg, weights, thresh, hier_thresh, cam_index, filename, names, classes, frame_skip, prefix, out_filename, |
| | | http_stream_port, dont_show); |
| | | http_stream_port, dont_show, ext_output); |
| | | } |
| | | else printf(" There isn't such command: %s", argv[2]); |
| | | } |