| | |
| | | extern void run_detection(int argc, char **argv); |
| | | extern void run_captcha(int argc, char **argv); |
| | | |
| | | void convert(char *cfgfile, char *outfile, char *weightfile) |
| | | { |
| | | network net = parse_network_cfg(cfgfile); |
| | | if(weightfile){ |
| | | load_weights(&net, weightfile); |
| | | } |
| | | save_network(net, outfile); |
| | | } |
| | | |
| | | void del_arg(int argc, char **argv, int index) |
| | | { |
| | | int i; |
| | |
| | | return def; |
| | | } |
| | | |
| | | void scale_rate(char *filename, float scale) |
| | | void change_rate(char *filename, float scale, float add) |
| | | { |
| | | // Ready for some weird shit?? |
| | | FILE *fp = fopen(filename, "r+b"); |
| | | if(!fp) file_error(filename); |
| | | float rate = 0; |
| | | fread(&rate, sizeof(float), 1, fp); |
| | | printf("Scaling learning rate from %f to %f\n", rate, rate*scale); |
| | | rate = rate*scale; |
| | | printf("Scaling learning rate from %f to %f\n", rate, rate*scale+add); |
| | | rate = rate*scale + add; |
| | | fseek(fp, 0, SEEK_SET); |
| | | fwrite(&rate, sizeof(float), 1, fp); |
| | | fclose(fp); |
| | | } |
| | | |
| | | void partial(char *cfgfile, char *weightfile, char *outfile, int max) |
| | | { |
| | | network net = parse_network_cfg(cfgfile); |
| | | if(weightfile){ |
| | | load_weights_upto(&net, weightfile, max); |
| | | } |
| | | save_weights(net, outfile); |
| | | } |
| | | |
| | | void convert(char *cfgfile, char *outfile, char *weightfile) |
| | | { |
| | | network net = parse_network_cfg(cfgfile); |
| | | if(weightfile){ |
| | | load_weights(&net, weightfile); |
| | | } |
| | | save_network(net, outfile); |
| | | } |
| | | |
| | | void visualize(char *cfgfile, char *weightfile) |
| | | { |
| | | network net = parse_network_cfg(cfgfile); |
| | | if(weightfile){ |
| | | load_weights(&net, weightfile); |
| | | } |
| | | visualize_network(net); |
| | | cvWaitKey(0); |
| | | } |
| | | |
| | | int main(int argc, char **argv) |
| | | { |
| | | //test_convolutional_layer(); |
| | |
| | | #endif |
| | | |
| | | if(0==strcmp(argv[1], "imagenet")){ |
| | | run_imagenet(argc, argv); |
| | | run_imagenet(argc, argv); |
| | | } else if (0 == strcmp(argv[1], "detection")){ |
| | | run_detection(argc, argv); |
| | | run_detection(argc, argv); |
| | | } else if (0 == strcmp(argv[1], "captcha")){ |
| | | run_captcha(argc, argv); |
| | | run_captcha(argc, argv); |
| | | } else if (0 == strcmp(argv[1], "change")){ |
| | | change_rate(argv[2], atof(argv[3]), (argc > 4) ? atof(argv[4]) : 0); |
| | | } else if (0 == strcmp(argv[1], "convert")){ |
| | | convert(argv[2], argv[3], (argc > 4) ? argv[4] : 0); |
| | | } else if (0 == strcmp(argv[1], "partial")){ |
| | | partial(argv[2], argv[3], argv[4], atoi(argv[5])); |
| | | } else if (0 == strcmp(argv[1], "visualize")){ |
| | | visualize(argv[2], (argc > 3) ? argv[3] : 0); |
| | | } else { |
| | | fprintf(stderr, "Not an option: %s\n", argv[1]); |
| | | } |
| | | return 0; |
| | | } |