import os from os.path import join def get_path_list(root_path,img_path,label_path,fov_path): tmp_list = [img_path,label_path,fov_path] res = [] for i in range(len(tmp_list)): data_path = join(data_root_path,tmp_list[i]) filename_list = os.listdir(data_path) filename_list.sort() res.append([join(data_path,j) for j in filename_list]) return res def write_path_list(name_list, save_path, file_name): f = open(join(save_path, file_name), 'w') for i in range(len(name_list[0])): f.write(str(name_list[0][i]) + " " + str(name_list[1][i]) + " " + str(name_list[2][i]) + '\n') f.close() if __name__ == "__main__": data_root_path = '' # if not os.path.exists(data_root_path): raise ValueError("data path is not exist, Please make sure your data path is correct") #train img = "STARE/images" gt = "STARE/masks_ah" fov = "STARE/masks_vk" save_path = "./data_path_list/STARE" if not os.path.exists(save_path): os.mkdir(save_path) data_list = get_path_list(data_root_path,img,gt,fov) print('Numbers of all imgs:',len(data_list[0])) test_range = (0,5) train_list = [data_list[i][:test_range[0]] + data_list[i][test_range[1]:] for i in range(len(data_list))] test_list = [data_list[i][test_range[0]:test_range[1]] for i in range(len(data_list))] print('Number of train imgs:',len(train_list[0])) write_path_list(train_list, save_path, 'train.txt') print('Number of test imgs:',len(test_list[0])) write_path_list(test_list, save_path, 'test.txt') print("Finish!")