| | |
| | | |
| | | void train_captcha(char *cfgfile, char *weightfile) |
| | | { |
| | | data_seed = time(0); |
| | | srand(time(0)); |
| | | float avg_loss = -1; |
| | | char *base = basecfg(cfgfile); |
| | |
| | | load_weights(&net, weightfile); |
| | | } |
| | | printf("Learning Rate: %g, Momentum: %g, Decay: %g\n", net.learning_rate, net.momentum, net.decay); |
| | | //net.seen=0; |
| | | int imgs = 1024; |
| | | int i = net.seen/imgs; |
| | | int i = *net.seen/imgs; |
| | | int solved = 1; |
| | | list *plist; |
| | | char **labels = get_labels("/data/captcha/reimgs.labels.list"); |
| | |
| | | printf("Loaded: %lf seconds\n", sec(clock()-time)); |
| | | time=clock(); |
| | | float loss = train_network(net, train); |
| | | net.seen += imgs; |
| | | if(avg_loss == -1) avg_loss = loss; |
| | | avg_loss = avg_loss*.9 + loss*.1; |
| | | printf("%d: %f, %f avg, %lf seconds, %d images\n", i, loss, avg_loss, sec(clock()-time), net.seen); |
| | | printf("%d: %f, %f avg, %lf seconds, %d images\n", i, loss, avg_loss, sec(clock()-time), *net.seen); |
| | | free_data(train); |
| | | if(i%100==0){ |
| | | char buff[256]; |
| | |
| | | srand(2222222); |
| | | int i = 0; |
| | | char **names = get_labels("/data/captcha/reimgs.labels.list"); |
| | | char input[256]; |
| | | char buff[256]; |
| | | char *input = buff; |
| | | int indexes[26]; |
| | | while(1){ |
| | | if(filename){ |
| | |
| | | }else{ |
| | | //printf("Enter Image Path: "); |
| | | //fflush(stdout); |
| | | fgets(input, 256, stdin); |
| | | input = fgets(input, 256, stdin); |
| | | if(!input) return; |
| | | strtok(input, "\n"); |
| | | } |
| | | image im = load_image_color(input, net.w, net.h); |