import click import sys, os import os.path as osp sys.path.append(osp.dirname(osp.dirname(__file__))) from tqdm import tqdm from utils.config import load_config from utils.shared import PROGRAM_PATH from utils.textblock import visualize_textblocks from utils.proj_imgtrans import ProjImgTrans from utils.config import pcfg from utils.io_utils import imread, imwrite from modules import MODULETYPE_TO_REGISTRIES, init_translator_registries, init_inpainter_registries, init_ocr_registries, init_textdetector_registries os.chdir(PROGRAM_PATH) @click.group() def cli(): """text detector testing scripts. """ def init_module(module_type: str, module_name: str): assert module_type in MODULETYPE_TO_REGISTRIES module_cls = MODULETYPE_TO_REGISTRIES[module_type].get(module_name) module_cls_params = getattr(pcfg.module, module_type + '_params') module_params = module_cls_params.get(module_name, {}) return module_cls(**module_params) @cli.command('run_detector') @click.option('--proj_dir') @click.option('--detector', default=None) @click.option('--config', default='config/config.json') @click.option('--save_dir', default='tmp/test_ctd') def run_detector(proj_dir, detector, config, save_dir): init_textdetector_registries() load_config(config) if detector is None: detector = pcfg.module.textdetector detector = init_module('textdetector', detector) print('detector params:', detector.params) proj = ProjImgTrans(proj_dir) for page_name in tqdm(proj.pages): blk_list = proj.pages[page_name] proj.set_current_img(page_name) mask, blk_list = detector.detect(proj.img_array, blk_list) blk_list = blk_list[:1] print(blk_list[0].get_text()) vis = visualize_textblocks(proj.img_array, blk_list) imwrite(osp.join(save_dir, proj.current_img), vis, ext='.jpg') pass if __name__ == '__main__': cli()