__init__.py 1.9 KB
Newer Older
1 2 3 4 5 6 7 8 9 10 11 12 13
# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# 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.
W
WenmuZhou 已提交
14

15
__all__ = ["build_backbone"]
W
WenmuZhou 已提交
16 17 18


def build_backbone(config, model_type):
19
    if model_type == "det":
W
WenmuZhou 已提交
20 21
        from .det_mobilenet_v3 import MobileNetV3
        from .det_resnet_vd import ResNet
M
MissPenguin 已提交
22
        from .det_resnet_vd_sast import ResNet_SAST
23 24
        support_dict = ["MobileNetV3", "ResNet", "ResNet_SAST"]
    elif model_type == "rec" or model_type == "cls":
W
WenmuZhou 已提交
25 26
        from .rec_mobilenet_v3 import MobileNetV3
        from .rec_resnet_vd import ResNet
T
tink2123 已提交
27
        from .rec_resnet_fpn import ResNetFPN
28
        from .rec_mv1_enhance import MobileNetV1Enhance
A
andyjpaddle 已提交
29
        from .rec_resnet_31 import ResNet31
30
        support_dict = [
A
andyjpaddle 已提交
31
            "MobileNetV1Enhance", "MobileNetV3", "ResNet", "ResNetFPN", "ResNet31"
32 33
        ]
    elif model_type == "e2e":
J
Jethong 已提交
34
        from .e2e_resnet_vd_pg import ResNet
35
        support_dict = ["ResNet"]
M
MissPenguin 已提交
36 37 38
    elif model_type == "table":
        from .table_resnet_vd import ResNet
        from .table_mobilenet_v3 import MobileNetV3
39
        support_dict = ["ResNet", "MobileNetV3"]
W
WenmuZhou 已提交
40 41 42
    else:
        raise NotImplementedError

43
    module_name = config.pop("name")
W
WenmuZhou 已提交
44
    assert module_name in support_dict, Exception(
45
        "when model typs is {}, backbone only support {}".format(model_type,
W
WenmuZhou 已提交
46 47 48
                                                                 support_dict))
    module_class = eval(module_name)(**config)
    return module_class