third_parts/APE/datasets/tools/objects3652coco/fix_o365_names.py

# Copyright (c) Facebook, Inc. and its affiliates.
import argparse
import copy
import json

if __name__ == "__main__":
    parser = argparse.ArgumentParser()
    parser.add_argument("--ann", default="datasets/objects365/annotations/zhiyuan_objv2_val.json")
    parser.add_argument("--fix_name_map", default="tools/objects3652coco/Objects365_names_fix.csv")
    args = parser.parse_args()

    new_names = {}
    old_names = {}
    with open(args.fix_name_map, "r") as f:
        for line in f:
            tmp = line.strip().split(",")
            old_names[int(tmp[0])] = tmp[1]
            new_names[int(tmp[0])] = tmp[2]
    data = json.load(open(args.ann, "r"))

    cat_info = copy.deepcopy(data["categories"])

    for x in cat_info:
        if old_names[x["id"]].strip() != x["name"].strip():
            print("{} {} {}".format(x, old_names[x["id"]], new_names[x["id"]]))
            import pdb

            pdb.set_trace()
        if old_names[x["id"]] != new_names[x["id"]]:
            print("Renaming", x["id"], x["name"], new_names[x["id"]])
            x["name"] = new_names[x["id"]]

    data["categories"] = cat_info
    out_name = args.ann[:-5] + "_fixname.json"
    print("Saving to", out_name)
    json.dump(data, open(out_name, "w"))