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ppocr/metrics/__init__.py

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+# copyright (c) 2020 PaddlePaddle Authors. All Rights Reserve.
+#
+# 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.
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+from __future__ import unicode_literals
+
+import copy
+
+__all__ = ["build_metric"]
+
+from .det_metric import DetMetric, DetFCEMetric
+from .rec_metric import RecMetric, CNTMetric, CANMetric, LaTeXOCRMetric
+from .cls_metric import ClsMetric
+from .e2e_metric import E2EMetric
+from .distillation_metric import DistillationMetric
+from .table_metric import TableMetric
+from .kie_metric import KIEMetric
+from .vqa_token_ser_metric import VQASerTokenMetric
+from .vqa_token_re_metric import VQAReTokenMetric
+from .sr_metric import SRMetric
+from .ct_metric import CTMetric
+
+
+def build_metric(config):
+    support_dict = [
+        "DetMetric",
+        "DetFCEMetric",
+        "RecMetric",
+        "ClsMetric",
+        "E2EMetric",
+        "DistillationMetric",
+        "TableMetric",
+        "KIEMetric",
+        "VQASerTokenMetric",
+        "VQAReTokenMetric",
+        "SRMetric",
+        "CTMetric",
+        "CNTMetric",
+        "CANMetric",
+        "LaTeXOCRMetric",
+    ]
+
+    config = copy.deepcopy(config)
+    module_name = config.pop("name")
+    assert module_name in support_dict, Exception(
+        "metric only support {}".format(support_dict)
+    )
+    module_class = eval(module_name)(**config)
+    return module_class