import os import argparse import json def gen_rec_label(input_path, out_label): with open(out_label, "w") as out_file: with open(input_path, "r") as f: for line in f.readlines(): tmp = line.strip("\n").replace(" ", "").split(",") img_path, label = tmp[0], tmp[1] label = label.replace('"', "") out_file.write(img_path + "\t" + label + "\n") def gen_det_label(root_path, input_dir, out_label): with open(out_label, "w") as out_file: for label_file in os.listdir(input_dir): img_path = os.path.join(root_path, label_file[3:-4] + ".jpg") label = [] with open( os.path.join(input_dir, label_file), "r", encoding="utf-8-sig") as f: for line in f.readlines(): tmp = line.strip("\n\r").replace("\xef\xbb\xbf", "").split(",") points = tmp[:8] s = [] for i in range(0, len(points), 2): b = points[i:i + 2] b = [int(t) for t in b] s.append(b) result = {"transcription": tmp[8], "points": s} label.append(result) out_file.write(img_path + "\t" + json.dumps( label, ensure_ascii=False) + "\n") if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument( "--mode", type=str, default="rec", help="Generate rec_label or det_label, can be set rec or det", ) parser.add_argument( "--root_path", type=str, default=".", help="The root directory of images.Only takes effect when mode=det ", ) parser.add_argument( "--input_path", type=str, default=".", help="Input_label or input path to be converted", ) parser.add_argument( "--output_label", type=str, default="out_label.txt", help="Output file name") args = parser.parse_args() if args.mode == "rec": print("Generate rec label") gen_rec_label(args.input_path, args.output_label) elif args.mode == "det": gen_det_label(args.root_path, args.input_path, args.output_label)