threshold stream utility function.

PiperOrigin-RevId: 566417914
This commit is contained in:
MediaPipe Team 2023-09-18 14:39:52 -07:00 committed by Copybara-Service
parent 58a7790081
commit 36f78f6e4a
4 changed files with 94 additions and 0 deletions

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@ -167,3 +167,28 @@ cc_test(
"//mediapipe/framework/port:parse_text_proto",
],
)
cc_library(
name = "threshold",
srcs = ["threshold.cc"],
hdrs = ["threshold.h"],
deps = [
"//mediapipe/calculators/util:thresholding_calculator",
"//mediapipe/calculators/util:thresholding_calculator_cc_proto",
"//mediapipe/framework/api2:builder",
],
)
cc_test(
name = "threshold_test",
srcs = ["threshold_test.cc"],
deps = [
":threshold",
"//mediapipe/framework:calculator_framework",
"//mediapipe/framework/api2:builder",
"//mediapipe/framework/port:gtest",
"//mediapipe/framework/port:gtest_main",
"//mediapipe/framework/port:parse_text_proto",
"//mediapipe/framework/port:status_matchers",
],
)

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@ -0,0 +1,17 @@
#include "mediapipe/framework/api2/stream/threshold.h"
#include "mediapipe/calculators/util/thresholding_calculator.pb.h"
#include "mediapipe/framework/api2/builder.h"
namespace mediapipe::api2::builder {
Stream<bool> IsOverThreshold(Stream<float> value, double threshold,
mediapipe::api2::builder::Graph& graph) {
auto& node = graph.AddNode("ThresholdingCalculator");
auto& node_opts = node.GetOptions<mediapipe::ThresholdingCalculatorOptions>();
node_opts.set_threshold(threshold);
value.ConnectTo(node.In("FLOAT"));
return node.Out("FLAG").Cast<bool>();
}
} // namespace mediapipe::api2::builder

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@ -0,0 +1,13 @@
#ifndef MEDIAPIPE_FRAMEWORK_API2_STREAM_THRESHOLD_H_
#define MEDIAPIPE_FRAMEWORK_API2_STREAM_THRESHOLD_H_
#include "mediapipe/framework/api2/builder.h"
namespace mediapipe::api2::builder {
Stream<bool> IsOverThreshold(Stream<float> value, double threshold,
Graph& graph);
} // namespace mediapipe::api2::builder
#endif // MEDIAPIPE_FRAMEWORK_API2_STREAM_THRESHOLD_H_

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@ -0,0 +1,39 @@
#include "mediapipe/framework/api2/stream/threshold.h"
#include "mediapipe/framework/api2/builder.h"
#include "mediapipe/framework/calculator_framework.h"
#include "mediapipe/framework/port/gmock.h"
#include "mediapipe/framework/port/gtest.h"
#include "mediapipe/framework/port/parse_text_proto.h"
#include "mediapipe/framework/port/status_matchers.h"
namespace mediapipe::api2::builder {
namespace {
TEST(ThresholdTest, IsOverThresholdTest) {
mediapipe::api2::builder::Graph graph;
Stream<float> score = graph.In("SCORE").Cast<float>();
Stream<bool> flag = IsOverThreshold(score, /*threshold=*/0.5f, graph);
flag.SetName("flag");
EXPECT_THAT(
graph.GetConfig(),
EqualsProto(mediapipe::ParseTextProtoOrDie<CalculatorGraphConfig>(R"pb(
node {
calculator: "ThresholdingCalculator"
input_stream: "FLOAT:__stream_0"
output_stream: "FLAG:flag"
options {
[mediapipe.ThresholdingCalculatorOptions.ext] { threshold: 0.5 }
}
}
input_stream: "SCORE:__stream_0"
)pb")));
CalculatorGraph calcualtor_graph;
MP_EXPECT_OK(calcualtor_graph.Initialize(graph.GetConfig()));
}
} // namespace
} // namespace mediapipe::api2::builder