301 lines
11 KiB
Python
301 lines
11 KiB
Python
# Copyright 2019 The MediaPipe Authors.
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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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#
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licenses(["notice"]) # Apache 2.0
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package(default_visibility = ["//visibility:private"])
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load("//mediapipe/framework/port:build_config.bzl", "mediapipe_cc_proto_library")
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proto_library(
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name = "ssd_anchors_calculator_proto",
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srcs = ["ssd_anchors_calculator.proto"],
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visibility = ["//visibility:public"],
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deps = ["//mediapipe/framework:calculator_proto"],
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)
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proto_library(
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name = "tflite_custom_op_resolver_calculator_proto",
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srcs = ["tflite_custom_op_resolver_calculator.proto"],
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visibility = ["//visibility:public"],
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deps = ["//mediapipe/framework:calculator_proto"],
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)
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proto_library(
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name = "tflite_inference_calculator_proto",
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srcs = ["tflite_inference_calculator.proto"],
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visibility = ["//visibility:public"],
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deps = ["//mediapipe/framework:calculator_proto"],
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)
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proto_library(
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name = "tflite_converter_calculator_proto",
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srcs = ["tflite_converter_calculator.proto"],
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visibility = ["//visibility:public"],
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deps = ["//mediapipe/framework:calculator_proto"],
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)
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proto_library(
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name = "tflite_tensors_to_segmentation_calculator_proto",
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srcs = ["tflite_tensors_to_segmentation_calculator.proto"],
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visibility = ["//visibility:public"],
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deps = ["//mediapipe/framework:calculator_proto"],
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)
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proto_library(
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name = "tflite_tensors_to_detections_calculator_proto",
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srcs = ["tflite_tensors_to_detections_calculator.proto"],
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visibility = ["//visibility:public"],
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deps = ["//mediapipe/framework:calculator_proto"],
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)
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mediapipe_cc_proto_library(
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name = "ssd_anchors_calculator_cc_proto",
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srcs = ["ssd_anchors_calculator.proto"],
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cc_deps = ["//mediapipe/framework:calculator_cc_proto"],
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visibility = ["//mediapipe:__subpackages__"],
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deps = [":ssd_anchors_calculator_proto"],
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)
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mediapipe_cc_proto_library(
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name = "tflite_custom_op_resolver_calculator_cc_proto",
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srcs = ["tflite_custom_op_resolver_calculator.proto"],
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cc_deps = ["//mediapipe/framework:calculator_cc_proto"],
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visibility = ["//mediapipe:__subpackages__"],
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deps = [":tflite_custom_op_resolver_calculator_proto"],
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)
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mediapipe_cc_proto_library(
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name = "tflite_converter_calculator_cc_proto",
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srcs = ["tflite_converter_calculator.proto"],
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cc_deps = ["//mediapipe/framework:calculator_cc_proto"],
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visibility = ["//mediapipe:__subpackages__"],
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deps = [":tflite_converter_calculator_proto"],
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)
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mediapipe_cc_proto_library(
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name = "tflite_tensors_to_segmentation_calculator_cc_proto",
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srcs = ["tflite_tensors_to_segmentation_calculator.proto"],
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cc_deps = ["//mediapipe/framework:calculator_cc_proto"],
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visibility = ["//mediapipe:__subpackages__"],
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deps = [":tflite_tensors_to_segmentation_calculator_proto"],
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)
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mediapipe_cc_proto_library(
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name = "tflite_inference_calculator_cc_proto",
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srcs = ["tflite_inference_calculator.proto"],
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cc_deps = ["//mediapipe/framework:calculator_cc_proto"],
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visibility = ["//mediapipe:__subpackages__"],
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deps = [":tflite_inference_calculator_proto"],
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)
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mediapipe_cc_proto_library(
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name = "tflite_tensors_to_detections_calculator_cc_proto",
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srcs = ["tflite_tensors_to_detections_calculator.proto"],
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cc_deps = ["//mediapipe/framework:calculator_cc_proto"],
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visibility = ["//mediapipe:__subpackages__"],
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deps = [":tflite_tensors_to_detections_calculator_proto"],
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)
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cc_library(
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name = "ssd_anchors_calculator",
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srcs = ["ssd_anchors_calculator.cc"],
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visibility = ["//visibility:public"],
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deps = [
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":ssd_anchors_calculator_cc_proto",
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"//mediapipe/framework:calculator_framework",
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"//mediapipe/framework/formats/object_detection:anchor_cc_proto",
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"//mediapipe/framework/port:ret_check",
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"//mediapipe/framework/port:status",
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],
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alwayslink = 1,
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)
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cc_library(
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name = "tflite_custom_op_resolver_calculator",
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srcs = ["tflite_custom_op_resolver_calculator.cc"],
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visibility = ["//visibility:public"],
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deps = [
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":tflite_custom_op_resolver_calculator_cc_proto",
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"//mediapipe/framework:calculator_framework",
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"//mediapipe/framework/port:ret_check",
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"//mediapipe/framework/port:status",
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"//mediapipe/util/tflite:cpu_op_resolver",
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"//mediapipe/util/tflite:op_resolver",
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],
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alwayslink = 1,
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)
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filegroup(
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name = "anchor_golden_files",
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srcs = [
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"testdata/anchor_golden_file_0.txt",
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"testdata/anchor_golden_file_1.txt",
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],
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)
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cc_test(
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name = "ssd_anchors_calculator_test",
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srcs = ["ssd_anchors_calculator_test.cc"],
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data = [":anchor_golden_files"],
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deps = [
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":ssd_anchors_calculator",
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":ssd_anchors_calculator_cc_proto",
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"//mediapipe/framework:calculator_framework",
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"//mediapipe/framework:calculator_runner",
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"//mediapipe/framework/deps:file_path",
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"//mediapipe/framework/formats/object_detection:anchor_cc_proto",
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"//mediapipe/framework/port:file_helpers",
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"//mediapipe/framework/port:gtest_main",
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"//mediapipe/framework/port:integral_types",
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"//mediapipe/framework/port:parse_text_proto",
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"//mediapipe/framework/tool:validate_type",
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],
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)
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cc_library(
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name = "tflite_inference_calculator",
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srcs = ["tflite_inference_calculator.cc"],
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visibility = ["//visibility:public"],
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deps = [
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":tflite_inference_calculator_cc_proto",
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"//mediapipe/framework:calculator_framework",
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"//mediapipe/util:resource_util",
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"@org_tensorflow//tensorflow/lite:framework",
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"@org_tensorflow//tensorflow/lite/kernels:builtin_ops",
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"//mediapipe/framework/stream_handler:fixed_size_input_stream_handler",
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"//mediapipe/framework/port:ret_check",
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] + select({
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"//mediapipe:android": [
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"@org_tensorflow//tensorflow/lite/delegates/gpu/gl:gl_buffer",
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"@org_tensorflow//tensorflow/lite/delegates/gpu/gl:gl_program",
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"@org_tensorflow//tensorflow/lite/delegates/gpu/gl:gl_shader",
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"//mediapipe/gpu:gl_calculator_helper",
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"//mediapipe/gpu:gpu_buffer",
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"@org_tensorflow//tensorflow/lite/delegates/gpu:gl_delegate",
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],
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"//conditions:default": [],
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}),
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alwayslink = 1,
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)
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cc_library(
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name = "tflite_converter_calculator",
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srcs = ["tflite_converter_calculator.cc"],
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visibility = ["//visibility:public"],
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deps = [
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":tflite_converter_calculator_cc_proto",
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"//mediapipe/util:resource_util",
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"//mediapipe/framework:calculator_framework",
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"//mediapipe/framework/formats:image_frame",
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"//mediapipe/framework/stream_handler:fixed_size_input_stream_handler",
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"//mediapipe/framework/tool:status_util",
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"//mediapipe/framework/port:status",
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"//mediapipe/framework/port:ret_check",
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"@org_tensorflow//tensorflow/lite:framework",
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"@org_tensorflow//tensorflow/lite/kernels:builtin_ops",
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] + select({
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"//mediapipe:android": [
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"//mediapipe/gpu:gpu_buffer",
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"//mediapipe/gpu:gl_calculator_helper",
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"@org_tensorflow//tensorflow/lite/delegates/gpu:gl_delegate",
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"@org_tensorflow//tensorflow/lite/delegates/gpu/gl:gl_buffer",
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"@org_tensorflow//tensorflow/lite/delegates/gpu/gl:gl_program",
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"@org_tensorflow//tensorflow/lite/delegates/gpu/gl:gl_shader",
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],
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"//conditions:default": [],
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}),
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alwayslink = 1,
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)
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cc_library(
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name = "tflite_tensors_to_segmentation_calculator",
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srcs = ["tflite_tensors_to_segmentation_calculator.cc"],
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visibility = ["//visibility:public"],
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deps = [
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":tflite_tensors_to_segmentation_calculator_cc_proto",
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"@com_google_absl//absl/strings:str_format",
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"@com_google_absl//absl/types:span",
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"//mediapipe/framework/formats:image_frame",
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"//mediapipe/framework/port:ret_check",
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"//mediapipe/framework:calculator_context",
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"//mediapipe/framework:calculator_framework",
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"//mediapipe/util:resource_util",
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"@org_tensorflow//tensorflow/lite:framework",
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] + select({
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"//mediapipe:android": [
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"//mediapipe/gpu:gl_calculator_helper",
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"//mediapipe/gpu:gl_simple_shaders",
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"//mediapipe/gpu:gpu_buffer",
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"//mediapipe/gpu:shader_util",
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"@org_tensorflow//tensorflow/lite/delegates/gpu:gl_delegate",
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"@org_tensorflow//tensorflow/lite/delegates/gpu/gl:gl_buffer",
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"@org_tensorflow//tensorflow/lite/delegates/gpu/gl:gl_program",
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"@org_tensorflow//tensorflow/lite/delegates/gpu/gl:gl_shader",
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"@org_tensorflow//tensorflow/lite/delegates/gpu/gl:gl_texture",
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],
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"//conditions:default": [],
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}),
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alwayslink = 1,
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)
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cc_library(
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name = "tflite_tensors_to_detections_calculator",
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srcs = ["tflite_tensors_to_detections_calculator.cc"],
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visibility = ["//visibility:public"],
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deps = [
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":tflite_tensors_to_detections_calculator_cc_proto",
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"//mediapipe/framework/formats:detection_cc_proto",
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"@com_google_absl//absl/strings:str_format",
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"@com_google_absl//absl/types:span",
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"//mediapipe/framework/deps:file_path",
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"//mediapipe/framework:calculator_framework",
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"//mediapipe/framework/formats:location",
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"//mediapipe/framework/formats/object_detection:anchor_cc_proto",
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"//mediapipe/framework/port:ret_check",
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"@org_tensorflow//tensorflow/lite:framework",
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] + select({
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"//mediapipe:android": [
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"//mediapipe/gpu:gl_calculator_helper",
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"@org_tensorflow//tensorflow/lite/delegates/gpu:gl_delegate",
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"@org_tensorflow//tensorflow/lite/delegates/gpu/gl:gl_buffer",
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"@org_tensorflow//tensorflow/lite/delegates/gpu/gl:gl_program",
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"@org_tensorflow//tensorflow/lite/delegates/gpu/gl:gl_shader",
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],
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"//conditions:default": [],
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}),
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alwayslink = 1,
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)
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cc_test(
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name = "tflite_inference_calculator_test",
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srcs = ["tflite_inference_calculator_test.cc"],
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data = ["testdata/add.bin"],
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linkstatic = 1,
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deps = [
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":tflite_inference_calculator",
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":tflite_inference_calculator_cc_proto",
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"//mediapipe/framework:calculator_framework",
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"//mediapipe/framework:calculator_runner",
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"//mediapipe/framework/deps:file_path",
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"//mediapipe/framework/port:gtest_main",
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"//mediapipe/framework/port:integral_types",
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"//mediapipe/framework/port:parse_text_proto",
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"//mediapipe/framework/tool:validate_type",
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"@org_tensorflow//tensorflow/lite:framework",
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"@org_tensorflow//tensorflow/lite/kernels:builtin_ops",
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],
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)
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