# Copyright 2021 Huawei Technologies Co., Ltd
#
# Licensed under the BSD 3-Clause License  (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://opensource.org/licenses/BSD-3-Clause
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from argparse import ArgumentParser

from mmdet.core import coco_eval


def main():
    parser = ArgumentParser(description='COCO Evaluation')
    parser.add_argument('result', help='result file path')
    parser.add_argument('--ann', help='annotation file path')
    parser.add_argument(
        '--types',
        type=str,
        nargs='+',
        choices=['proposal_fast', 'proposal', 'bbox', 'segm', 'keypoint'],
        default=['bbox'],
        help='result types')
    parser.add_argument(
        '--max-dets',
        type=int,
        nargs='+',
        default=[100, 300, 1000],
        help='proposal numbers, only used for recall evaluation')
    parser.add_argument(
        '--classwise', action='store_true', help='whether eval class wise ap')
    args = parser.parse_args()
    coco_eval(args.result, args.types, args.ann, args.max_dets, args.classwise)


if __name__ == '__main__':
    main()