Open Source Object Detector
PiperOrigin-RevId: 519201221
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# Copyright 2023 The MediaPipe Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Placeholder for internal Python strict library and test compatibility macro.
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# Placeholder for internal Python strict test compatibility macro.
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licenses(["notice"])
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package(
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default_visibility = ["//mediapipe:__subpackages__"],
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)
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py_library(
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name = "object_detector_import",
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srcs = ["__init__.py"],
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visibility = ["//visibility:public"],
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deps = [
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":dataset",
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":hyperparameters",
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":model_options",
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":model_spec",
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":object_detector",
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":object_detector_options",
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],
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)
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py_binary(
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name = "object_detector_demo",
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srcs = ["object_detector_demo.py"],
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data = [":testdata"],
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python_version = "PY3",
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tags = ["requires-net:external"],
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deps = [":object_detector_import"],
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)
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filegroup(
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name = "testdata",
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srcs = glob([
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"testdata/**",
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]),
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)
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py_library(
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name = "dataset",
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srcs = ["dataset.py"],
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deps = [
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":dataset_util",
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"//mediapipe/model_maker/python/core/data:classification_dataset",
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],
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)
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py_test(
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name = "dataset_test",
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srcs = ["dataset_test.py"],
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data = [":testdata"],
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deps = [
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":dataset",
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"//mediapipe/model_maker/python/vision/core:image_utils",
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"//mediapipe/model_maker/python/vision/core:test_utils",
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"//mediapipe/tasks/python/test:test_utils",
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],
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)
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py_library(
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name = "dataset_util",
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srcs = ["dataset_util.py"],
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)
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py_test(
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name = "dataset_util_test",
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srcs = ["dataset_util_test.py"],
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data = [":testdata"],
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deps = [
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":dataset_util",
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"//mediapipe/model_maker/python/vision/core:test_utils",
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"//mediapipe/tasks/python/test:test_utils",
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],
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)
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py_library(
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name = "hyperparameters",
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srcs = ["hyperparameters.py"],
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deps = [
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"//mediapipe/model_maker/python/core:hyperparameters",
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],
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)
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py_library(
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name = "preprocessor",
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srcs = ["preprocessor.py"],
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deps = [":model_spec"],
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)
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py_test(
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name = "preprocessor_test",
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srcs = ["preprocessor_test.py"],
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deps = [
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":model_spec",
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":preprocessor",
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"//mediapipe/model_maker/python/vision/core:test_utils",
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],
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)
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py_library(
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name = "model",
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srcs = ["model.py"],
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deps = [
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":model_options",
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":model_spec",
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],
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)
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py_test(
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name = "model_test",
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size = "large",
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srcs = ["model_test.py"],
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data = [":testdata"],
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shard_count = 4,
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tags = ["requires-net:external"],
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deps = [
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":dataset",
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":model",
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":model_options",
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":model_spec",
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":preprocessor",
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"//mediapipe/tasks/python/test:test_utils",
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],
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)
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py_library(
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name = "model_options",
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srcs = ["model_options.py"],
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)
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py_library(
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name = "model_spec",
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srcs = ["model_spec.py"],
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deps = ["//mediapipe/model_maker/python/core/utils:file_util"],
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)
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py_library(
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name = "object_detector",
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srcs = ["object_detector.py"],
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deps = [
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":dataset",
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":hyperparameters",
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":model",
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":model_options",
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":model_spec",
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":object_detector_options",
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":preprocessor",
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"//mediapipe/model_maker/python/core/tasks:classifier",
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"//mediapipe/model_maker/python/core/utils:model_util",
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"//mediapipe/model_maker/python/core/utils:quantization",
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"//mediapipe/tasks/python/metadata/metadata_writers:metadata_writer",
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"//mediapipe/tasks/python/metadata/metadata_writers:object_detector",
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],
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)
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py_test(
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name = "object_detector_test",
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size = "enormous",
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srcs = ["object_detector_test.py"],
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data = [":testdata"],
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tags = ["requires-net:external"],
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deps = [
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":dataset",
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":hyperparameters",
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":model_spec",
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":object_detector",
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":object_detector_options",
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"//mediapipe/tasks/python/test:test_utils",
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],
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)
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py_library(
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name = "object_detector_options",
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srcs = ["object_detector_options.py"],
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deps = [
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":hyperparameters",
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":model_options",
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":model_spec",
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],
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)
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