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Commit 790e49e5 authored by stephenwu's avatar stephenwu
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Merge branch 'master' of https://github.com/tensorflow/models into run_superglue

parents 8ab018b0 5bb827c3
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official/vision/detection/dataloader/shapemask_parser.py
View file @ 790e49e5
# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""Data parser and processing. """Data parser and processing.
Parse image and ground truths in a dataset to training targets and package them Parse image and ground truths in a dataset to training targets and package them
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official/vision/detection/dataloader/tf_example_decoder.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""Tensorflow Example proto decoder for object detection. """Tensorflow Example proto decoder for object detection.
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official/vision/detection/evaluation/__init__.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,4 +11,4 @@ ...@@ -11,4 +11,4 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
official/vision/detection/evaluation/coco_evaluator.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""The COCO-style evaluator. """The COCO-style evaluator.
The following snippet demonstrates the use of interfaces: The following snippet demonstrates the use of interfaces:
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official/vision/detection/evaluation/coco_utils.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""Util functions related to pycocotools and COCO eval.""" """Util functions related to pycocotools and COCO eval."""
from __future__ import absolute_import from __future__ import absolute_import
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official/vision/detection/evaluation/factory.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""Evaluator factory.""" """Evaluator factory."""
from __future__ import absolute_import from __future__ import absolute_import
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official/vision/detection/executor/__init__.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,4 +11,4 @@ ...@@ -11,4 +11,4 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
official/vision/detection/executor/detection_executor.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""An executor class for running model on TensorFlow 2.0.""" """An executor class for running model on TensorFlow 2.0."""
from __future__ import absolute_import from __future__ import absolute_import
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official/vision/detection/executor/distributed_executor.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""Custom training loop for running TensorFlow 2.0 models.""" """Custom training loop for running TensorFlow 2.0 models."""
from __future__ import absolute_import from __future__ import absolute_import
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official/vision/detection/main.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""Main function to train various object detection models.""" """Main function to train various object detection models."""
import functools import functools
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official/vision/detection/modeling/__init__.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,4 +11,4 @@ ...@@ -11,4 +11,4 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
official/vision/detection/modeling/architecture/__init__.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,4 +11,4 @@ ...@@ -11,4 +11,4 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
official/vision/detection/modeling/architecture/factory.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""Model architecture factory.""" """Model architecture factory."""
from __future__ import absolute_import from __future__ import absolute_import
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official/vision/detection/modeling/architecture/fpn.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""Feature Pyramid Networks. """Feature Pyramid Networks.
Feature Pyramid Networks were proposed in: Feature Pyramid Networks were proposed in:
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official/vision/detection/modeling/architecture/heads.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""Classes to build various prediction heads in all supported models.""" """Classes to build various prediction heads in all supported models."""
from __future__ import absolute_import from __future__ import absolute_import
......
official/vision/detection/modeling/architecture/identity.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""Identity Fn that forwards the input features.""" """Identity Fn that forwards the input features."""
from __future__ import absolute_import from __future__ import absolute_import
......
official/vision/detection/modeling/architecture/nn_blocks.py
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# Copyright 2020 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""Contains common building blocks for neural networks.""" """Contains common building blocks for neural networks."""
from __future__ import absolute_import from __future__ import absolute_import
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official/vision/detection/modeling/architecture/nn_ops.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""Neural network operations commonly shared by the architectures.""" """Neural network operations commonly shared by the architectures."""
from __future__ import absolute_import from __future__ import absolute_import
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official/vision/detection/modeling/architecture/resnet.py
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# Copyright 2019 The TensorFlow Authors. All Rights Reserved. # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -11,7 +11,7 @@ ...@@ -11,7 +11,7 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# ==============================================================================
"""Contains definitions for the post-activation form of Residual Networks. """Contains definitions for the post-activation form of Residual Networks.
Residual networks (ResNets) were proposed in: Residual networks (ResNets) were proposed in:
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official/vision/detection/modeling/architecture/spinenet.py
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# Lint as: python3 # Copyright 2021 The TensorFlow Authors. All Rights Reserved.
# Copyright 2020 The TensorFlow Authors. All Rights Reserved.
# #
# Licensed under the Apache License, Version 2.0 (the "License"); # Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License. # you may not use this file except in compliance with the License.
...@@ -12,6 +11,8 @@ ...@@ -12,6 +11,8 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and # See the License for the specific language governing permissions and
# limitations under the License. # limitations under the License.
# Lint as: python3
# ============================================================================== # ==============================================================================
"""Implementation of SpineNet model. """Implementation of SpineNet model.
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