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BUILD
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# Tensorflow Object Detection API: main runnables.
package(
default_visibility = ["//visibility:public"],
)
licenses(["notice"])
# Apache 2.0
py_binary(
name = "train",
srcs = [
"train.py",
],
deps = [
":trainer",
"//tensorflow",
"//tensorflow_models/object_detection/builders:input_reader_builder",
"//tensorflow_models/object_detection/builders:model_builder",
"//tensorflow_models/object_detection/protos:input_reader_py_pb2",
"//tensorflow_models/object_detection/protos:model_py_pb2",
"//tensorflow_models/object_detection/protos:pipeline_py_pb2",
"//tensorflow_models/object_detection/protos:train_py_pb2",
],
)
py_library(
name = "trainer",
srcs = ["trainer.py"],
deps = [
"//tensorflow",
"//tensorflow_models/object_detection/builders:optimizer_builder",
"//tensorflow_models/object_detection/builders:preprocessor_builder",
"//tensorflow_models/object_detection/core:batcher",
"//tensorflow_models/object_detection/core:standard_fields",
"//tensorflow_models/object_detection/utils:ops",
"//tensorflow_models/object_detection/utils:variables_helper",
"//tensorflow_models/slim:model_deploy",
],
)
py_test(
name = "trainer_test",
srcs = ["trainer_test.py"],
deps = [
":trainer",
"//tensorflow",
"//tensorflow_models/object_detection/core:losses",
"//tensorflow_models/object_detection/core:model",
"//tensorflow_models/object_detection/core:standard_fields",
"//tensorflow_models/object_detection/protos:train_py_pb2",
],
)
py_library(
name = "eval_util",
srcs = [
"eval_util.py",
],
deps = [
"//tensorflow",
"//tensorflow_models/object_detection/utils:label_map_util",
"//tensorflow_models/object_detection/utils:object_detection_evaluation",
"//tensorflow_models/object_detection/utils:visualization_utils",
],
)
py_library(
name = "evaluator",
srcs = ["evaluator.py"],
deps = [
"//tensorflow",
"//tensorflow_models/object_detection:eval_util",
"//tensorflow_models/object_detection/core:box_list",
"//tensorflow_models/object_detection/core:box_list_ops",
"//tensorflow_models/object_detection/core:prefetcher",
"//tensorflow_models/object_detection/core:standard_fields",
"//tensorflow_models/object_detection/protos:eval_py_pb2",
],
)
py_binary(
name = "eval",
srcs = [
"eval.py",
],
deps = [
":evaluator",
"//tensorflow",
"//tensorflow_models/object_detection/builders:input_reader_builder",
"//tensorflow_models/object_detection/builders:model_builder",
"//tensorflow_models/object_detection/protos:eval_py_pb2",
"//tensorflow_models/object_detection/protos:input_reader_py_pb2",
"//tensorflow_models/object_detection/protos:model_py_pb2",
"//tensorflow_models/object_detection/protos:pipeline_py_pb2",
"//tensorflow_models/object_detection/utils:label_map_util",
],
)
py_library(
name = "exporter",
srcs = [
"exporter.py",
],
deps = [
"//tensorflow",
"//tensorflow/python/tools:freeze_graph_lib",
"//tensorflow_models/object_detection/builders:model_builder",
"//tensorflow_models/object_detection/core:standard_fields",
"//tensorflow_models/object_detection/data_decoders:tf_example_decoder",
],
)
py_test(
name = "exporter_test",
srcs = [
"exporter_test.py",
],
deps = [
":exporter",
"//tensorflow",
"//tensorflow_models/object_detection/builders:model_builder",
"//tensorflow_models/object_detection/core:model",
"//tensorflow_models/object_detection/protos:pipeline_py_pb2",
],
)
py_binary(
name = "export_inference_graph",
srcs = [
"export_inference_graph.py",
],
deps = [
":exporter",
"//tensorflow",
"//tensorflow_models/object_detection/protos:pipeline_py_pb2",
],
)
py_binary(
name = "create_pascal_tf_record",
srcs = [
"create_pascal_tf_record.py",
],
deps = [
"//third_party/py/PIL:pil",
"//third_party/py/lxml",
"//tensorflow",
"//tensorflow_models/object_detection/utils:dataset_util",
"//tensorflow_models/object_detection/utils:label_map_util",
],
)
py_test(
name = "create_pascal_tf_record_test",
srcs = [
"create_pascal_tf_record_test.py",
],
deps = [
":create_pascal_tf_record",
"//tensorflow",
],
)
py_binary(
name = "create_pet_tf_record",
srcs = [
"create_pet_tf_record.py",
],
deps = [
"//third_party/py/PIL:pil",
"//third_party/py/lxml",
"//tensorflow",
"//tensorflow_models/object_detection/utils:dataset_util",
"//tensorflow_models/object_detection/utils:label_map_util",
],
)