threshold stream utility function.
PiperOrigin-RevId: 566417914
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@ -167,3 +167,28 @@ cc_test(
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"//mediapipe/framework/port:parse_text_proto",
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],
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)
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cc_library(
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name = "threshold",
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srcs = ["threshold.cc"],
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hdrs = ["threshold.h"],
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deps = [
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"//mediapipe/calculators/util:thresholding_calculator",
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"//mediapipe/calculators/util:thresholding_calculator_cc_proto",
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"//mediapipe/framework/api2:builder",
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],
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)
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cc_test(
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name = "threshold_test",
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srcs = ["threshold_test.cc"],
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deps = [
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":threshold",
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"//mediapipe/framework:calculator_framework",
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"//mediapipe/framework/api2:builder",
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"//mediapipe/framework/port:gtest",
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"//mediapipe/framework/port:gtest_main",
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"//mediapipe/framework/port:parse_text_proto",
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"//mediapipe/framework/port:status_matchers",
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],
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)
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17
mediapipe/framework/api2/stream/threshold.cc
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17
mediapipe/framework/api2/stream/threshold.cc
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@ -0,0 +1,17 @@
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#include "mediapipe/framework/api2/stream/threshold.h"
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#include "mediapipe/calculators/util/thresholding_calculator.pb.h"
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#include "mediapipe/framework/api2/builder.h"
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namespace mediapipe::api2::builder {
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Stream<bool> IsOverThreshold(Stream<float> value, double threshold,
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mediapipe::api2::builder::Graph& graph) {
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auto& node = graph.AddNode("ThresholdingCalculator");
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auto& node_opts = node.GetOptions<mediapipe::ThresholdingCalculatorOptions>();
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node_opts.set_threshold(threshold);
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value.ConnectTo(node.In("FLOAT"));
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return node.Out("FLAG").Cast<bool>();
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}
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} // namespace mediapipe::api2::builder
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13
mediapipe/framework/api2/stream/threshold.h
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13
mediapipe/framework/api2/stream/threshold.h
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@ -0,0 +1,13 @@
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#ifndef MEDIAPIPE_FRAMEWORK_API2_STREAM_THRESHOLD_H_
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#define MEDIAPIPE_FRAMEWORK_API2_STREAM_THRESHOLD_H_
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#include "mediapipe/framework/api2/builder.h"
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namespace mediapipe::api2::builder {
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Stream<bool> IsOverThreshold(Stream<float> value, double threshold,
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Graph& graph);
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} // namespace mediapipe::api2::builder
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#endif // MEDIAPIPE_FRAMEWORK_API2_STREAM_THRESHOLD_H_
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39
mediapipe/framework/api2/stream/threshold_test.cc
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39
mediapipe/framework/api2/stream/threshold_test.cc
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@ -0,0 +1,39 @@
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#include "mediapipe/framework/api2/stream/threshold.h"
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#include "mediapipe/framework/api2/builder.h"
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#include "mediapipe/framework/calculator_framework.h"
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#include "mediapipe/framework/port/gmock.h"
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#include "mediapipe/framework/port/gtest.h"
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#include "mediapipe/framework/port/parse_text_proto.h"
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#include "mediapipe/framework/port/status_matchers.h"
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namespace mediapipe::api2::builder {
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namespace {
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TEST(ThresholdTest, IsOverThresholdTest) {
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mediapipe::api2::builder::Graph graph;
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Stream<float> score = graph.In("SCORE").Cast<float>();
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Stream<bool> flag = IsOverThreshold(score, /*threshold=*/0.5f, graph);
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flag.SetName("flag");
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EXPECT_THAT(
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graph.GetConfig(),
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EqualsProto(mediapipe::ParseTextProtoOrDie<CalculatorGraphConfig>(R"pb(
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node {
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calculator: "ThresholdingCalculator"
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input_stream: "FLOAT:__stream_0"
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output_stream: "FLAG:flag"
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options {
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[mediapipe.ThresholdingCalculatorOptions.ext] { threshold: 0.5 }
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}
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}
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input_stream: "SCORE:__stream_0"
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)pb")));
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CalculatorGraph calcualtor_graph;
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MP_EXPECT_OK(calcualtor_graph.Initialize(graph.GetConfig()));
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}
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} // namespace
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} // namespace mediapipe::api2::builder
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