Added Face Landmarker C Tasks API and tests
This commit is contained in:
Kinar
parent
61efcf5a11
commit
fec4dff0d6
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@ -43,6 +43,32 @@ cc_test(
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],
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],
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)
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)
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cc_library(
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name = "matrix",
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hdrs = ["matrix.h"],
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)
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cc_library(
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name = "matrix_converter",
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srcs = ["matrix_converter.cc"],
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hdrs = ["matrix_converter.h"],
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deps = [
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":matrix",
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"@eigen_archive//:eigen3",
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],
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)
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cc_test(
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name = "matrix_converter_test",
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srcs = ["matrix_converter_test.cc"],
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deps = [
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":matrix",
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":matrix_converter",
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"//mediapipe/framework/port:gtest",
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"@com_google_googletest//:gtest_main",
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],
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)
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cc_library(
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cc_library(
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name = "landmark",
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name = "landmark",
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hdrs = ["landmark.h"],
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hdrs = ["landmark.h"],
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41
mediapipe/tasks/c/components/containers/matrix.h
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41
mediapipe/tasks/c/components/containers/matrix.h
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@ -0,0 +1,41 @@
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/* Copyright 2023 The MediaPipe Authors.
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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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http://www.apache.org/licenses/LICENSE-2.0
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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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#ifndef MEDIAPIPE_TASKS_C_COMPONENTS_CONTAINERS_MATRIX_H_
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#define MEDIAPIPE_TASKS_C_COMPONENTS_CONTAINERS_MATRIX_H_
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#include <stdint.h>
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#ifdef __cplusplus
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extern "C" {
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#endif
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// Data are stored in column-major order by default.
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struct Matrix {
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// The number of rows in the matrix.
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long rows;
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// The number of rows in the matrix.
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long cols;
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// The matrix data.
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float* data;
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};
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#ifdef __cplusplus
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} // extern C
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#endif
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#endif // MEDIAPIPE_TASKS_C_COMPONENTS_CONTAINERS_MATRIX_H_
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45
mediapipe/tasks/c/components/containers/matrix_converter.cc
Normal file
45
mediapipe/tasks/c/components/containers/matrix_converter.cc
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/* Copyright 2023 The MediaPipe Authors.
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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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http://www.apache.org/licenses/LICENSE-2.0
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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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#include "mediapipe/tasks/c/components/containers/matrix_converter.h"
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#include <cstdlib>
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#include "Eigen/Core"
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#include "mediapipe/tasks/c/components/containers/matrix.h"
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namespace mediapipe::tasks::c::components::containers {
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void CppConvertToMatrix(const Eigen::MatrixXf& in, ::Matrix* out) {
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out->rows = in.rows();
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out->cols = in.cols();
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out->data = new float[out->rows * out->cols];
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// Copy data from Eigen matrix to C matrix in column-major order
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for (int col = 0; col < out->cols; ++col) {
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for (int row = 0; row < out->rows; ++row) {
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out->data[col * out->rows + row] = in(row, col);
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}
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}
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}
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void CppCloseMatrix(::Matrix* in) {
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if (in->data) {
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delete[] in->data;
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in->data = nullptr;
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}
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}
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} // namespace mediapipe::tasks::c::components::containers
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30
mediapipe/tasks/c/components/containers/matrix_converter.h
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30
mediapipe/tasks/c/components/containers/matrix_converter.h
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@ -0,0 +1,30 @@
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/* Copyright 2023 The MediaPipe Authors.
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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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http://www.apache.org/licenses/LICENSE-2.0
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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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#ifndef MEDIAPIPE_TASKS_C_COMPONENTS_CONTAINERS_MATRIX_CONVERTER_H_
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#define MEDIAPIPE_TASKS_C_COMPONENTS_CONTAINERS_MATRIX_CONVERTER_H_
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#include "Eigen/Core"
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#include "mediapipe/tasks/c/components/containers/matrix.h"
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namespace mediapipe::tasks::c::components::containers {
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void CppConvertToMatrix(const Eigen::MatrixXf& in, ::Matrix* out);
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void CppCloseMatrix(::Matrix* data);
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} // namespace mediapipe::tasks::c::components::containers
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#endif // MEDIAPIPE_TASKS_C_COMPONENTS_CONTAINERS_MATRIX_CONVERTER_H_
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/* Copyright 2023 The MediaPipe Authors.
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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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http://www.apache.org/licenses/LICENSE-2.0
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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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#include "mediapipe/tasks/c/components/containers/matrix_converter.h"
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#include <cstdlib>
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#include <optional>
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#include <string>
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#include "mediapipe/framework/port/gtest.h"
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#include "mediapipe/tasks/c/components/containers/matrix.h"
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namespace mediapipe::tasks::c::components::containers {
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TEST(MatrixConversionTest, ConvertsEigenMatrixToCMatrixAndFreesMemory) {
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// Initialize an Eigen::MatrixXf
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Eigen::MatrixXf cpp_matrix(2, 2);
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cpp_matrix << 1.0f, 2.0f, 3.0f, 4.0f;
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// Convert this Eigen matrix to C-style Matrix
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::Matrix c_matrix;
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CppConvertToMatrix(cpp_matrix, &c_matrix);
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// Verify the conversion
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EXPECT_EQ(c_matrix.rows, 2);
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EXPECT_EQ(c_matrix.cols, 2);
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ASSERT_NE(c_matrix.data, nullptr);
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EXPECT_FLOAT_EQ(c_matrix.data[0], 1.0f);
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EXPECT_FLOAT_EQ(c_matrix.data[1], 2.0f);
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EXPECT_FLOAT_EQ(c_matrix.data[2], 3.0f);
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EXPECT_FLOAT_EQ(c_matrix.data[3], 4.0f);
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// Close the C-style Matrix
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CppCloseMatrix(&c_matrix);
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// Verify that memory is freed
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EXPECT_EQ(c_matrix.data, nullptr);
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}
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} // namespace mediapipe::tasks::c::components::containers
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148
mediapipe/tasks/c/vision/face_landmarker/BUILD
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148
mediapipe/tasks/c/vision/face_landmarker/BUILD
Normal file
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@ -0,0 +1,148 @@
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# Copyright 2023 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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package(default_visibility = ["//mediapipe/tasks:internal"])
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licenses(["notice"])
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cc_library(
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name = "face_landmarker_result",
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hdrs = ["face_landmarker_result.h"],
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visibility = ["//visibility:public"],
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deps = [
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"//mediapipe/tasks/c/components/containers:category",
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"//mediapipe/tasks/c/components/containers:landmark",
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"//mediapipe/tasks/c/components/containers:matrix",
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],
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)
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cc_library(
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name = "face_landmarker_result_converter",
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srcs = ["face_landmarker_result_converter.cc"],
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hdrs = ["face_landmarker_result_converter.h"],
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deps = [
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":face_landmarker_result",
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"//mediapipe/tasks/c/components/containers:category",
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"//mediapipe/tasks/c/components/containers:category_converter",
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"//mediapipe/tasks/c/components/containers:landmark",
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"//mediapipe/tasks/c/components/containers:landmark_converter",
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"//mediapipe/tasks/c/components/containers:matrix",
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"//mediapipe/tasks/c/components/containers:matrix_converter",
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"//mediapipe/tasks/cc/components/containers:category",
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"//mediapipe/tasks/cc/components/containers:landmark",
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"//mediapipe/tasks/cc/vision/face_landmarker:face_landmarker_result",
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],
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)
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cc_test(
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name = "face_landmarker_result_converter_test",
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srcs = ["face_landmarker_result_converter_test.cc"],
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linkstatic = 1,
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deps = [
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":face_landmarker_result",
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":face_landmarker_result_converter",
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"//mediapipe/framework/port:gtest",
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"//mediapipe/framework/formats:matrix",
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"//mediapipe/tasks/c/components/containers:landmark",
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"//mediapipe/tasks/cc/components/containers:category",
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"//mediapipe/tasks/cc/components/containers:classification_result",
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"//mediapipe/tasks/cc/components/containers:landmark",
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"//mediapipe/tasks/cc/vision/face_landmarker:face_landmarker_result",
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"@com_google_googletest//:gtest_main",
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],
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)
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cc_library(
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name = "face_landmarker_lib",
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srcs = ["face_landmarker.cc"],
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hdrs = ["face_landmarker.h"],
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visibility = ["//visibility:public"],
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deps = [
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":face_landmarker_result",
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":face_landmarker_result_converter",
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"//mediapipe/framework/formats:image",
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"//mediapipe/framework/formats:image_frame",
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"//mediapipe/tasks/c/core:base_options",
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"//mediapipe/tasks/c/core:base_options_converter",
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"//mediapipe/tasks/c/vision/core:common",
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"//mediapipe/tasks/cc/vision/core:running_mode",
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"//mediapipe/tasks/cc/vision/face_landmarker",
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"//mediapipe/tasks/cc/vision/face_landmarker:face_landmarker_result",
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"//mediapipe/tasks/cc/vision/utils:image_utils",
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"@com_google_absl//absl/log:absl_log",
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"@com_google_absl//absl/status",
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"@com_google_absl//absl/status:statusor",
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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 = "face_landmarker_test",
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srcs = ["face_landmarker_test.cc"],
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data = [
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"//mediapipe/framework/formats:image_frame_opencv",
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"//mediapipe/framework/port:opencv_core",
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"//mediapipe/framework/port:opencv_imgproc",
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"//mediapipe/tasks/testdata/vision:test_images",
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"//mediapipe/tasks/testdata/vision:test_models",
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],
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linkstatic = 1,
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deps = [
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":face_landmarker_lib",
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":face_landmarker_result",
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"//mediapipe/framework/deps:file_path",
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"//mediapipe/framework/formats:image",
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"//mediapipe/framework/port:gtest",
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"//mediapipe/tasks/c/components/containers:landmark",
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"//mediapipe/tasks/c/vision/core:common",
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"//mediapipe/tasks/cc/vision/utils:image_utils",
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"@com_google_absl//absl/flags:flag",
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"@com_google_absl//absl/strings",
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"@com_google_googletest//:gtest_main",
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],
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)
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# bazel build -c opt --linkopt -s --strip always --define MEDIAPIPE_DISABLE_GPU=1 \
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# //mediapipe/tasks/c/vision/face_landmarker:libface_landmarker.so
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cc_binary(
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name = "libface_landmarker.so",
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linkopts = [
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"-Wl,-soname=libface_landmarker.so",
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"-fvisibility=hidden",
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],
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linkshared = True,
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tags = [
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"manual",
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"nobuilder",
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"notap",
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],
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deps = [":face_landmarker_lib"],
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)
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# bazel build --config darwin_arm64 -c opt --strip always --define MEDIAPIPE_DISABLE_GPU=1 \
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# //mediapipe/tasks/c/vision/face_landmarker:libface_landmarker.dylib
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cc_binary(
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name = "libface_landmarker.dylib",
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linkopts = [
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"-Wl,-install_name,libface_landmarker.dylib",
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"-fvisibility=hidden",
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],
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linkshared = True,
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tags = [
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"manual",
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"nobuilder",
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"notap",
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],
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deps = [":face_landmarker_lib"],
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)
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287
mediapipe/tasks/c/vision/face_landmarker/face_landmarker.cc
Normal file
287
mediapipe/tasks/c/vision/face_landmarker/face_landmarker.cc
Normal file
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@ -0,0 +1,287 @@
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/* Copyright 2023 The MediaPipe Authors.
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|
|
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|
Licensed under the Apache License, Version 2.0 (the "License");
|
||||||
|
you may not use this file except in compliance with the License.
|
||||||
|
You may obtain a copy of the License at
|
||||||
|
|
||||||
|
http://www.apache.org/licenses/LICENSE-2.0
|
||||||
|
|
||||||
|
Unless required by applicable law or agreed to in writing, software
|
||||||
|
distributed under the License is distributed on an "AS IS" BASIS,
|
||||||
|
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||||
|
See the License for the specific language governing permissions and
|
||||||
|
limitations under the License.
|
||||||
|
==============================================================================*/
|
||||||
|
|
||||||
|
#include "mediapipe/tasks/c/vision/face_landmarker/face_landmarker.h"
|
||||||
|
|
||||||
|
#include <cstdint>
|
||||||
|
#include <cstdlib>
|
||||||
|
#include <memory>
|
||||||
|
#include <utility>
|
||||||
|
|
||||||
|
#include "absl/log/absl_log.h"
|
||||||
|
#include "absl/status/status.h"
|
||||||
|
#include "absl/status/statusor.h"
|
||||||
|
#include "mediapipe/framework/formats/image.h"
|
||||||
|
#include "mediapipe/framework/formats/image_frame.h"
|
||||||
|
#include "mediapipe/tasks/c/core/base_options_converter.h"
|
||||||
|
#include "mediapipe/tasks/c/vision/core/common.h"
|
||||||
|
#include "mediapipe/tasks/c/vision/face_landmarker/face_landmarker_result.h"
|
||||||
|
#include "mediapipe/tasks/c/vision/face_landmarker/face_landmarker_result_converter.h"
|
||||||
|
#include "mediapipe/tasks/cc/vision/core/running_mode.h"
|
||||||
|
#include "mediapipe/tasks/cc/vision/face_landmarker/face_landmarker.h"
|
||||||
|
#include "mediapipe/tasks/cc/vision/face_landmarker/face_landmarker_result.h"
|
||||||
|
#include "mediapipe/tasks/cc/vision/utils/image_utils.h"
|
||||||
|
|
||||||
|
namespace mediapipe::tasks::c::vision::face_landmarker {
|
||||||
|
|
||||||
|
namespace {
|
||||||
|
|
||||||
|
using ::mediapipe::tasks::c::components::containers::
|
||||||
|
CppCloseFaceLandmarkerResult;
|
||||||
|
using ::mediapipe::tasks::c::components::containers::
|
||||||
|
CppConvertToFaceLandmarkerResult;
|
||||||
|
using ::mediapipe::tasks::c::core::CppConvertToBaseOptions;
|
||||||
|
using ::mediapipe::tasks::vision::CreateImageFromBuffer;
|
||||||
|
using ::mediapipe::tasks::vision::core::RunningMode;
|
||||||
|
using ::mediapipe::tasks::vision::face_landmarker::FaceLandmarker;
|
||||||
|
typedef ::mediapipe::tasks::vision::face_landmarker::FaceLandmarkerResult
|
||||||
|
CppFaceLandmarkerResult;
|
||||||
|
|
||||||
|
int CppProcessError(absl::Status status, char** error_msg) {
|
||||||
|
if (error_msg) {
|
||||||
|
*error_msg = strdup(status.ToString().c_str());
|
||||||
|
}
|
||||||
|
return status.raw_code();
|
||||||
|
}
|
||||||
|
|
||||||
|
} // namespace
|
||||||
|
|
||||||
|
void CppConvertToFaceLandmarkerOptions(
|
||||||
|
const FaceLandmarkerOptions& in,
|
||||||
|
mediapipe::tasks::vision::face_landmarker::FaceLandmarkerOptions* out) {
|
||||||
|
out->num_faces = in.num_faces;
|
||||||
|
out->min_face_detection_confidence = in.min_face_detection_confidence;
|
||||||
|
out->min_face_presence_confidence = in.min_face_presence_confidence;
|
||||||
|
out->min_tracking_confidence = in.min_tracking_confidence;
|
||||||
|
out->output_face_blendshapes = in.output_face_blendshapes;
|
||||||
|
out->output_facial_transformation_matrixes =
|
||||||
|
in.output_facial_transformation_matrixes;
|
||||||
|
}
|
||||||
|
|
||||||
|
FaceLandmarker* CppFaceLandmarkerCreate(const FaceLandmarkerOptions& options,
|
||||||
|
char** error_msg) {
|
||||||
|
auto cpp_options = std::make_unique<
|
||||||
|
::mediapipe::tasks::vision::face_landmarker::FaceLandmarkerOptions>();
|
||||||
|
|
||||||
|
CppConvertToBaseOptions(options.base_options, &cpp_options->base_options);
|
||||||
|
CppConvertToFaceLandmarkerOptions(options, cpp_options.get());
|
||||||
|
cpp_options->running_mode = static_cast<RunningMode>(options.running_mode);
|
||||||
|
|
||||||
|
// Enable callback for processing live stream data when the running mode is
|
||||||
|
// set to RunningMode::LIVE_STREAM.
|
||||||
|
if (cpp_options->running_mode == RunningMode::LIVE_STREAM) {
|
||||||
|
if (options.result_callback == nullptr) {
|
||||||
|
const absl::Status status = absl::InvalidArgumentError(
|
||||||
|
"Provided null pointer to callback function.");
|
||||||
|
ABSL_LOG(ERROR) << "Failed to create FaceLandmarker: " << status;
|
||||||
|
CppProcessError(status, error_msg);
|
||||||
|
return nullptr;
|
||||||
|
}
|
||||||
|
|
||||||
|
FaceLandmarkerOptions::result_callback_fn result_callback =
|
||||||
|
options.result_callback;
|
||||||
|
cpp_options->result_callback =
|
||||||
|
[result_callback](absl::StatusOr<CppFaceLandmarkerResult> cpp_result,
|
||||||
|
const Image& image, int64_t timestamp) {
|
||||||
|
char* error_msg = nullptr;
|
||||||
|
|
||||||
|
if (!cpp_result.ok()) {
|
||||||
|
ABSL_LOG(ERROR) << "Recognition failed: " << cpp_result.status();
|
||||||
|
CppProcessError(cpp_result.status(), &error_msg);
|
||||||
|
result_callback(nullptr, MpImage(), timestamp, error_msg);
|
||||||
|
free(error_msg);
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Result is valid for the lifetime of the callback function.
|
||||||
|
FaceLandmarkerResult result;
|
||||||
|
CppConvertToFaceLandmarkerResult(*cpp_result, &result);
|
||||||
|
|
||||||
|
const auto& image_frame = image.GetImageFrameSharedPtr();
|
||||||
|
const MpImage mp_image = {
|
||||||
|
.type = MpImage::IMAGE_FRAME,
|
||||||
|
.image_frame = {
|
||||||
|
.format = static_cast<::ImageFormat>(image_frame->Format()),
|
||||||
|
.image_buffer = image_frame->PixelData(),
|
||||||
|
.width = image_frame->Width(),
|
||||||
|
.height = image_frame->Height()}};
|
||||||
|
|
||||||
|
result_callback(&result, mp_image, timestamp,
|
||||||
|
/* error_msg= */ nullptr);
|
||||||
|
|
||||||
|
CppCloseFaceLandmarkerResult(&result);
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
auto landmarker = FaceLandmarker::Create(std::move(cpp_options));
|
||||||
|
if (!landmarker.ok()) {
|
||||||
|
ABSL_LOG(ERROR) << "Failed to create FaceLandmarker: "
|
||||||
|
<< landmarker.status();
|
||||||
|
CppProcessError(landmarker.status(), error_msg);
|
||||||
|
return nullptr;
|
||||||
|
}
|
||||||
|
return landmarker->release();
|
||||||
|
}
|
||||||
|
|
||||||
|
int CppFaceLandmarkerDetect(void* landmarker, const MpImage& image,
|
||||||
|
FaceLandmarkerResult* result, char** error_msg) {
|
||||||
|
if (image.type == MpImage::GPU_BUFFER) {
|
||||||
|
const absl::Status status =
|
||||||
|
absl::InvalidArgumentError("GPU Buffer not supported yet.");
|
||||||
|
|
||||||
|
ABSL_LOG(ERROR) << "Recognition failed: " << status.message();
|
||||||
|
return CppProcessError(status, error_msg);
|
||||||
|
}
|
||||||
|
|
||||||
|
const auto img = CreateImageFromBuffer(
|
||||||
|
static_cast<ImageFormat::Format>(image.image_frame.format),
|
||||||
|
image.image_frame.image_buffer, image.image_frame.width,
|
||||||
|
image.image_frame.height);
|
||||||
|
|
||||||
|
if (!img.ok()) {
|
||||||
|
ABSL_LOG(ERROR) << "Failed to create Image: " << img.status();
|
||||||
|
return CppProcessError(img.status(), error_msg);
|
||||||
|
}
|
||||||
|
|
||||||
|
auto cpp_landmarker = static_cast<FaceLandmarker*>(landmarker);
|
||||||
|
auto cpp_result = cpp_landmarker->Detect(*img);
|
||||||
|
if (!cpp_result.ok()) {
|
||||||
|
ABSL_LOG(ERROR) << "Recognition failed: " << cpp_result.status();
|
||||||
|
return CppProcessError(cpp_result.status(), error_msg);
|
||||||
|
}
|
||||||
|
CppConvertToFaceLandmarkerResult(*cpp_result, result);
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
int CppFaceLandmarkerDetectForVideo(void* landmarker, const MpImage& image,
|
||||||
|
int64_t timestamp_ms,
|
||||||
|
FaceLandmarkerResult* result,
|
||||||
|
char** error_msg) {
|
||||||
|
if (image.type == MpImage::GPU_BUFFER) {
|
||||||
|
absl::Status status =
|
||||||
|
absl::InvalidArgumentError("GPU Buffer not supported yet");
|
||||||
|
|
||||||
|
ABSL_LOG(ERROR) << "Recognition failed: " << status.message();
|
||||||
|
return CppProcessError(status, error_msg);
|
||||||
|
}
|
||||||
|
|
||||||
|
const auto img = CreateImageFromBuffer(
|
||||||
|
static_cast<ImageFormat::Format>(image.image_frame.format),
|
||||||
|
image.image_frame.image_buffer, image.image_frame.width,
|
||||||
|
image.image_frame.height);
|
||||||
|
|
||||||
|
if (!img.ok()) {
|
||||||
|
ABSL_LOG(ERROR) << "Failed to create Image: " << img.status();
|
||||||
|
return CppProcessError(img.status(), error_msg);
|
||||||
|
}
|
||||||
|
|
||||||
|
auto cpp_landmarker = static_cast<FaceLandmarker*>(landmarker);
|
||||||
|
auto cpp_result = cpp_landmarker->DetectForVideo(*img, timestamp_ms);
|
||||||
|
if (!cpp_result.ok()) {
|
||||||
|
ABSL_LOG(ERROR) << "Recognition failed: " << cpp_result.status();
|
||||||
|
return CppProcessError(cpp_result.status(), error_msg);
|
||||||
|
}
|
||||||
|
CppConvertToFaceLandmarkerResult(*cpp_result, result);
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
int CppFaceLandmarkerDetectAsync(void* landmarker, const MpImage& image,
|
||||||
|
int64_t timestamp_ms, char** error_msg) {
|
||||||
|
if (image.type == MpImage::GPU_BUFFER) {
|
||||||
|
absl::Status status =
|
||||||
|
absl::InvalidArgumentError("GPU Buffer not supported yet");
|
||||||
|
|
||||||
|
ABSL_LOG(ERROR) << "Recognition failed: " << status.message();
|
||||||
|
return CppProcessError(status, error_msg);
|
||||||
|
}
|
||||||
|
|
||||||
|
const auto img = CreateImageFromBuffer(
|
||||||
|
static_cast<ImageFormat::Format>(image.image_frame.format),
|
||||||
|
image.image_frame.image_buffer, image.image_frame.width,
|
||||||
|
image.image_frame.height);
|
||||||
|
|
||||||
|
if (!img.ok()) {
|
||||||
|
ABSL_LOG(ERROR) << "Failed to create Image: " << img.status();
|
||||||
|
return CppProcessError(img.status(), error_msg);
|
||||||
|
}
|
||||||
|
|
||||||
|
auto cpp_landmarker = static_cast<FaceLandmarker*>(landmarker);
|
||||||
|
auto cpp_result = cpp_landmarker->DetectAsync(*img, timestamp_ms);
|
||||||
|
if (!cpp_result.ok()) {
|
||||||
|
ABSL_LOG(ERROR) << "Data preparation for the landmark detection failed: "
|
||||||
|
<< cpp_result;
|
||||||
|
return CppProcessError(cpp_result, error_msg);
|
||||||
|
}
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
void CppFaceLandmarkerCloseResult(FaceLandmarkerResult* result) {
|
||||||
|
CppCloseFaceLandmarkerResult(result);
|
||||||
|
}
|
||||||
|
|
||||||
|
int CppFaceLandmarkerClose(void* landmarker, char** error_msg) {
|
||||||
|
auto cpp_landmarker = static_cast<FaceLandmarker*>(landmarker);
|
||||||
|
auto result = cpp_landmarker->Close();
|
||||||
|
if (!result.ok()) {
|
||||||
|
ABSL_LOG(ERROR) << "Failed to close FaceLandmarker: " << result;
|
||||||
|
return CppProcessError(result, error_msg);
|
||||||
|
}
|
||||||
|
delete cpp_landmarker;
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
} // namespace mediapipe::tasks::c::vision::face_landmarker
|
||||||
|
|
||||||
|
extern "C" {
|
||||||
|
|
||||||
|
void* face_landmarker_create(struct FaceLandmarkerOptions* options,
|
||||||
|
char** error_msg) {
|
||||||
|
return mediapipe::tasks::c::vision::face_landmarker::CppFaceLandmarkerCreate(
|
||||||
|
*options, error_msg);
|
||||||
|
}
|
||||||
|
|
||||||
|
int face_landmarker_detect_image(void* landmarker, const MpImage& image,
|
||||||
|
FaceLandmarkerResult* result,
|
||||||
|
char** error_msg) {
|
||||||
|
return mediapipe::tasks::c::vision::face_landmarker::CppFaceLandmarkerDetect(
|
||||||
|
landmarker, image, result, error_msg);
|
||||||
|
}
|
||||||
|
|
||||||
|
int face_landmarker_detect_for_video(void* landmarker, const MpImage& image,
|
||||||
|
int64_t timestamp_ms,
|
||||||
|
FaceLandmarkerResult* result,
|
||||||
|
char** error_msg) {
|
||||||
|
return mediapipe::tasks::c::vision::face_landmarker::
|
||||||
|
CppFaceLandmarkerDetectForVideo(landmarker, image, timestamp_ms, result,
|
||||||
|
error_msg);
|
||||||
|
}
|
||||||
|
|
||||||
|
int face_landmarker_detect_async(void* landmarker, const MpImage& image,
|
||||||
|
int64_t timestamp_ms, char** error_msg) {
|
||||||
|
return mediapipe::tasks::c::vision::face_landmarker::
|
||||||
|
CppFaceLandmarkerDetectAsync(landmarker, image, timestamp_ms, error_msg);
|
||||||
|
}
|
||||||
|
|
||||||
|
void face_landmarker_close_result(FaceLandmarkerResult* result) {
|
||||||
|
mediapipe::tasks::c::vision::face_landmarker::CppFaceLandmarkerCloseResult(
|
||||||
|
result);
|
||||||
|
}
|
||||||
|
|
||||||
|
int face_landmarker_close(void* landmarker, char** error_ms) {
|
||||||
|
return mediapipe::tasks::c::vision::face_landmarker::CppFaceLandmarkerClose(
|
||||||
|
landmarker, error_ms);
|
||||||
|
}
|
||||||
|
|
||||||
|
} // extern "C"
|
||||||
156
mediapipe/tasks/c/vision/face_landmarker/face_landmarker.h
Normal file
156
mediapipe/tasks/c/vision/face_landmarker/face_landmarker.h
Normal file
|
|
@ -0,0 +1,156 @@
|
||||||
|
/* Copyright 2023 The MediaPipe Authors.
|
||||||
|
|
||||||
|
Licensed under the Apache License, Version 2.0 (the "License");
|
||||||
|
you may not use this file except in compliance with the License.
|
||||||
|
You may obtain a copy of the License at
|
||||||
|
|
||||||
|
http://www.apache.org/licenses/LICENSE-2.0
|
||||||
|
|
||||||
|
Unless required by applicable law or agreed to in writing, software
|
||||||
|
distributed under the License is distributed on an "AS IS" BASIS,
|
||||||
|
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||||
|
See the License for the specific language governing permissions and
|
||||||
|
limitations under the License.
|
||||||
|
==============================================================================*/
|
||||||
|
|
||||||
|
#ifndef MEDIAPIPE_TASKS_C_VISION_FACE_LANDMARKER_FACE_LANDMARKER_H_
|
||||||
|
#define MEDIAPIPE_TASKS_C_VISION_FACE_LANDMARKER_FACE_LANDMARKER_H_
|
||||||
|
|
||||||
|
#include "mediapipe/tasks/c/core/base_options.h"
|
||||||
|
#include "mediapipe/tasks/c/vision/core/common.h"
|
||||||
|
#include "mediapipe/tasks/c/vision/face_landmarker/face_landmarker_result.h"
|
||||||
|
|
||||||
|
#ifndef MP_EXPORT
|
||||||
|
#define MP_EXPORT __attribute__((visibility("default")))
|
||||||
|
#endif // MP_EXPORT
|
||||||
|
|
||||||
|
#ifdef __cplusplus
|
||||||
|
extern "C" {
|
||||||
|
#endif
|
||||||
|
|
||||||
|
// The options for configuring a MediaPipe face landmarker task.
|
||||||
|
struct FaceLandmarkerOptions {
|
||||||
|
// Base options for configuring MediaPipe Tasks, such as specifying the model
|
||||||
|
// file with metadata, accelerator options, op resolver, etc.
|
||||||
|
struct BaseOptions base_options;
|
||||||
|
|
||||||
|
// The running mode of the task. Default to the image mode.
|
||||||
|
// FaceLandmarker has three running modes:
|
||||||
|
// 1) The image mode for recognizing face landmarks on single image inputs.
|
||||||
|
// 2) The video mode for recognizing face landmarks on the decoded frames of a
|
||||||
|
// video.
|
||||||
|
// 3) The live stream mode for recognizing face landmarks on the live stream
|
||||||
|
// of input data, such as from camera. In this mode, the "result_callback"
|
||||||
|
// below must be specified to receive the detection results asynchronously.
|
||||||
|
RunningMode running_mode;
|
||||||
|
|
||||||
|
// The maximum number of faces can be detected by the FaceLandmarker.
|
||||||
|
int num_faces = 1;
|
||||||
|
|
||||||
|
// The minimum confidence score for the face detection to be considered
|
||||||
|
// successful.
|
||||||
|
float min_face_detection_confidence = 0.5;
|
||||||
|
|
||||||
|
// The minimum confidence score of face presence score in the face landmark
|
||||||
|
// detection.
|
||||||
|
float min_face_presence_confidence = 0.5;
|
||||||
|
|
||||||
|
// The minimum confidence score for the face tracking to be considered
|
||||||
|
// successful.
|
||||||
|
float min_tracking_confidence = 0.5;
|
||||||
|
|
||||||
|
// Whether FaceLandmarker outputs face blendshapes classification. Face
|
||||||
|
// blendshapes are used for rendering the 3D face model.
|
||||||
|
bool output_face_blendshapes = false;
|
||||||
|
|
||||||
|
// Whether FaceLandmarker outputs facial transformation_matrix. Facial
|
||||||
|
// transformation matrix is used to transform the face landmarks in canonical
|
||||||
|
// face to the detected face, so that users can apply face effects on the
|
||||||
|
// detected landmarks.
|
||||||
|
bool output_facial_transformation_matrixes = false;
|
||||||
|
|
||||||
|
// The user-defined result callback for processing live stream data.
|
||||||
|
// The result callback should only be specified when the running mode is set
|
||||||
|
// to RunningMode::LIVE_STREAM. Arguments of the callback function include:
|
||||||
|
// the pointer to recognition result, the image that result was obtained
|
||||||
|
// on, the timestamp relevant to recognition results and pointer to error
|
||||||
|
// message in case of any failure. The validity of the passed arguments is
|
||||||
|
// true for the lifetime of the callback function.
|
||||||
|
//
|
||||||
|
// A caller is responsible for closing face landmarker result.
|
||||||
|
typedef void (*result_callback_fn)(FaceLandmarkerResult* result,
|
||||||
|
const MpImage& image, int64_t timestamp_ms,
|
||||||
|
char* error_msg);
|
||||||
|
result_callback_fn result_callback;
|
||||||
|
};
|
||||||
|
|
||||||
|
// Creates an FaceLandmarker from the provided `options`.
|
||||||
|
// Returns a pointer to the face landmarker on success.
|
||||||
|
// If an error occurs, returns `nullptr` and sets the error parameter to an
|
||||||
|
// an error message (if `error_msg` is not `nullptr`). You must free the memory
|
||||||
|
// allocated for the error message.
|
||||||
|
MP_EXPORT void* face_landmarker_create(struct FaceLandmarkerOptions* options,
|
||||||
|
char** error_msg);
|
||||||
|
|
||||||
|
// Performs face landmark detection on the input `image`. Returns `0` on
|
||||||
|
// success. If an error occurs, returns an error code and sets the error
|
||||||
|
// parameter to an an error message (if `error_msg` is not `nullptr`). You must
|
||||||
|
// free the memory allocated for the error message.
|
||||||
|
MP_EXPORT int face_landmarker_detect_image(void* landmarker,
|
||||||
|
const MpImage& image,
|
||||||
|
FaceLandmarkerResult* result,
|
||||||
|
char** error_msg);
|
||||||
|
|
||||||
|
// Performs face landmark detection on the provided video frame.
|
||||||
|
// Only use this method when the FaceLandmarker is created with the video
|
||||||
|
// running mode.
|
||||||
|
// The image can be of any size with format RGB or RGBA. It's required to
|
||||||
|
// provide the video frame's timestamp (in milliseconds). The input timestamps
|
||||||
|
// must be monotonically increasing.
|
||||||
|
// If an error occurs, returns an error code and sets the error parameter to an
|
||||||
|
// an error message (if `error_msg` is not `nullptr`). You must free the memory
|
||||||
|
// allocated for the error message.
|
||||||
|
MP_EXPORT int face_landmarker_detect_for_video(void* landmarker,
|
||||||
|
const MpImage& image,
|
||||||
|
int64_t timestamp_ms,
|
||||||
|
FaceLandmarkerResult* result,
|
||||||
|
char** error_msg);
|
||||||
|
|
||||||
|
// Sends live image data to face landmark detection, and the results will be
|
||||||
|
// available via the `result_callback` provided in the FaceLandmarkerOptions.
|
||||||
|
// Only use this method when the FaceLandmarker is created with the live
|
||||||
|
// stream running mode.
|
||||||
|
// The image can be of any size with format RGB or RGBA. It's required to
|
||||||
|
// provide a timestamp (in milliseconds) to indicate when the input image is
|
||||||
|
// sent to the face landmarker. The input timestamps must be monotonically
|
||||||
|
// increasing.
|
||||||
|
// The `result_callback` provides:
|
||||||
|
// - The recognition results as an FaceLandmarkerResult object.
|
||||||
|
// - The const reference to the corresponding input image that the face
|
||||||
|
// landmarker runs on. Note that the const reference to the image will no
|
||||||
|
// longer be valid when the callback returns. To access the image data
|
||||||
|
// outside of the callback, callers need to make a copy of the image.
|
||||||
|
// - The input timestamp in milliseconds.
|
||||||
|
// If an error occurs, returns an error code and sets the error parameter to an
|
||||||
|
// an error message (if `error_msg` is not `nullptr`). You must free the memory
|
||||||
|
// allocated for the error message.
|
||||||
|
MP_EXPORT int face_landmarker_detect_async(void* landmarker,
|
||||||
|
const MpImage& image,
|
||||||
|
int64_t timestamp_ms,
|
||||||
|
char** error_msg);
|
||||||
|
|
||||||
|
// Frees the memory allocated inside a FaceLandmarkerResult result.
|
||||||
|
// Does not free the result pointer itself.
|
||||||
|
MP_EXPORT void face_landmarker_close_result(FaceLandmarkerResult* result);
|
||||||
|
|
||||||
|
// Frees face landmarker.
|
||||||
|
// If an error occurs, returns an error code and sets the error parameter to an
|
||||||
|
// an error message (if `error_msg` is not `nullptr`). You must free the memory
|
||||||
|
// allocated for the error message.
|
||||||
|
MP_EXPORT int face_landmarker_close(void* landmarker, char** error_msg);
|
||||||
|
|
||||||
|
#ifdef __cplusplus
|
||||||
|
} // extern C
|
||||||
|
#endif
|
||||||
|
|
||||||
|
#endif // MEDIAPIPE_TASKS_C_VISION_FACE_LANDMARKER_FACE_LANDMARKER_H_
|
||||||
|
|
@ -0,0 +1,59 @@
|
||||||
|
/* Copyright 2023 The MediaPipe Authors.
|
||||||
|
|
||||||
|
Licensed under the Apache License, Version 2.0 (the "License");
|
||||||
|
you may not use this file except in compliance with the License.
|
||||||
|
You may obtain a copy of the License at
|
||||||
|
|
||||||
|
http://www.apache.org/licenses/LICENSE-2.0
|
||||||
|
|
||||||
|
Unless required by applicable law or agreed to in writing, software
|
||||||
|
distributed under the License is distributed on an "AS IS" BASIS,
|
||||||
|
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||||
|
See the License for the specific language governing permissions and
|
||||||
|
limitations under the License.
|
||||||
|
==============================================================================*/
|
||||||
|
|
||||||
|
#ifndef MEDIAPIPE_TASKS_C_VISION_FACE_LANDMARKER_RESULT_FACE_LANDMARKER_RESULT_H_
|
||||||
|
#define MEDIAPIPE_TASKS_C_VISION_FACE_LANDMARKER_RESULT_FACE_LANDMARKER_RESULT_H_
|
||||||
|
|
||||||
|
#include <cstdint>
|
||||||
|
|
||||||
|
#include "mediapipe/tasks/c/components/containers/category.h"
|
||||||
|
#include "mediapipe/tasks/c/components/containers/landmark.h"
|
||||||
|
#include "mediapipe/tasks/c/components/containers/matrix.h"
|
||||||
|
|
||||||
|
#ifndef MP_EXPORT
|
||||||
|
#define MP_EXPORT __attribute__((visibility("default")))
|
||||||
|
#endif // MP_EXPORT
|
||||||
|
|
||||||
|
#ifdef __cplusplus
|
||||||
|
extern "C" {
|
||||||
|
#endif
|
||||||
|
|
||||||
|
// The hand landmarker result from HandLandmarker, where each vector
|
||||||
|
// element represents a single hand detected in the image.
|
||||||
|
struct FaceLandmarkerResult {
|
||||||
|
// Optional face blendshapes results.
|
||||||
|
struct Categories* face_blendshapes;
|
||||||
|
|
||||||
|
// The number of elements in the face_blendshapes array.
|
||||||
|
uint32_t face_blendshapes_count;
|
||||||
|
|
||||||
|
// Detected face landmarks in normalized image coordinates.
|
||||||
|
struct NormalizedLandmarks* face_landmarks;
|
||||||
|
|
||||||
|
// The number of elements in the face_landmarks array.
|
||||||
|
uint32_t face_landmarks_count;
|
||||||
|
|
||||||
|
// Optional facial transformation matrix.
|
||||||
|
struct Matrix* facial_transformation_matrixes;
|
||||||
|
|
||||||
|
// The number of elements in the facial_transformation_matrixes array.
|
||||||
|
uint32_t facial_transformation_matrixes_count;
|
||||||
|
};
|
||||||
|
|
||||||
|
#ifdef __cplusplus
|
||||||
|
} // extern C
|
||||||
|
#endif
|
||||||
|
|
||||||
|
#endif // MEDIAPIPE_TASKS_C_VISION_FACE_LANDMARKER_RESULT_FACE_LANDMARKER_RESULT_H_
|
||||||
|
|
@ -0,0 +1,116 @@
|
||||||
|
/* Copyright 2023 The MediaPipe Authors.
|
||||||
|
|
||||||
|
Licensed under the Apache License, Version 2.0 (the "License");
|
||||||
|
you may not use this file except in compliance with the License.
|
||||||
|
You may obtain a copy of the License at
|
||||||
|
|
||||||
|
http://www.apache.org/licenses/LICENSE-2.0
|
||||||
|
|
||||||
|
Unless required by applicable law or agreed to in writing, software
|
||||||
|
distributed under the License is distributed on an "AS IS" BASIS,
|
||||||
|
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||||
|
See the License for the specific language governing permissions and
|
||||||
|
limitations under the License.
|
||||||
|
==============================================================================*/
|
||||||
|
|
||||||
|
#include "mediapipe/tasks/c/vision/face_landmarker/face_landmarker_result_converter.h"
|
||||||
|
|
||||||
|
#include <vector>
|
||||||
|
|
||||||
|
#include "mediapipe/tasks/c/components/containers/category.h"
|
||||||
|
#include "mediapipe/tasks/c/components/containers/category_converter.h"
|
||||||
|
#include "mediapipe/tasks/c/components/containers/landmark.h"
|
||||||
|
#include "mediapipe/tasks/c/components/containers/landmark_converter.h"
|
||||||
|
#include "mediapipe/tasks/c/components/containers/matrix.h"
|
||||||
|
#include "mediapipe/tasks/c/components/containers/matrix_converter.h"
|
||||||
|
#include "mediapipe/tasks/c/vision/face_landmarker/face_landmarker_result.h"
|
||||||
|
#include "mediapipe/tasks/cc/components/containers/category.h"
|
||||||
|
#include "mediapipe/tasks/cc/components/containers/landmark.h"
|
||||||
|
#include "mediapipe/tasks/cc/vision/face_landmarker/face_landmarker_result.h"
|
||||||
|
|
||||||
|
namespace mediapipe::tasks::c::components::containers {
|
||||||
|
|
||||||
|
using CppCategory = ::mediapipe::tasks::components::containers::Category;
|
||||||
|
using CppNormalizedLandmark =
|
||||||
|
::mediapipe::tasks::components::containers::NormalizedLandmark;
|
||||||
|
|
||||||
|
void CppConvertToFaceLandmarkerResult(
|
||||||
|
const ::mediapipe::tasks::vision::face_landmarker::FaceLandmarkerResult& in,
|
||||||
|
FaceLandmarkerResult* out) {
|
||||||
|
out->face_landmarks_count = in.face_landmarks.size();
|
||||||
|
out->face_landmarks = new NormalizedLandmarks[out->face_landmarks_count];
|
||||||
|
for (uint32_t i = 0; i < out->face_landmarks_count; ++i) {
|
||||||
|
std::vector<CppNormalizedLandmark> cpp_normalized_landmarks;
|
||||||
|
for (uint32_t j = 0; j < in.face_landmarks[i].landmarks.size(); ++j) {
|
||||||
|
const auto& cpp_landmark = in.face_landmarks[i].landmarks[j];
|
||||||
|
cpp_normalized_landmarks.push_back(cpp_landmark);
|
||||||
|
}
|
||||||
|
CppConvertToNormalizedLandmarks(cpp_normalized_landmarks,
|
||||||
|
&out->face_landmarks[i]);
|
||||||
|
}
|
||||||
|
|
||||||
|
if (in.face_blendshapes.has_value()) {
|
||||||
|
out->face_blendshapes_count = in.face_blendshapes->size();
|
||||||
|
out->face_blendshapes = new Categories[out->face_blendshapes_count];
|
||||||
|
|
||||||
|
for (uint32_t i = 0; i < out->face_blendshapes_count; ++i) {
|
||||||
|
uint32_t categories_count =
|
||||||
|
in.face_blendshapes.value()[i].categories.size();
|
||||||
|
out->face_blendshapes[i].categories_count = categories_count;
|
||||||
|
out->face_blendshapes[i].categories = new Category[categories_count];
|
||||||
|
|
||||||
|
for (uint32_t j = 0; j < categories_count; ++j) {
|
||||||
|
const auto& cpp_category = in.face_blendshapes.value()[i].categories[j];
|
||||||
|
CppConvertToCategory(cpp_category,
|
||||||
|
&out->face_blendshapes[i].categories[j]);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
} else {
|
||||||
|
out->face_blendshapes_count = 0;
|
||||||
|
out->face_blendshapes = nullptr;
|
||||||
|
}
|
||||||
|
|
||||||
|
if (in.facial_transformation_matrixes.has_value()) {
|
||||||
|
out->facial_transformation_matrixes_count =
|
||||||
|
in.facial_transformation_matrixes.value().size();
|
||||||
|
out->facial_transformation_matrixes =
|
||||||
|
new ::Matrix[out->facial_transformation_matrixes_count];
|
||||||
|
for (uint32_t i = 0; i < out->facial_transformation_matrixes_count; ++i) {
|
||||||
|
CppConvertToMatrix(in.facial_transformation_matrixes.value()[i],
|
||||||
|
&out->facial_transformation_matrixes[i]);
|
||||||
|
}
|
||||||
|
} else {
|
||||||
|
out->facial_transformation_matrixes_count = 0;
|
||||||
|
out->facial_transformation_matrixes = nullptr;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
void CppCloseFaceLandmarkerResult(FaceLandmarkerResult* result) {
|
||||||
|
for (uint32_t i = 0; i < result->face_blendshapes_count; ++i) {
|
||||||
|
for (uint32_t j = 0; j < result->face_blendshapes[i].categories_count;
|
||||||
|
++j) {
|
||||||
|
CppCloseCategory(&result->face_blendshapes[i].categories[j]);
|
||||||
|
}
|
||||||
|
delete[] result->face_blendshapes[i].categories;
|
||||||
|
}
|
||||||
|
delete[] result->face_blendshapes;
|
||||||
|
|
||||||
|
for (uint32_t i = 0; i < result->face_landmarks_count; ++i) {
|
||||||
|
CppCloseNormalizedLandmarks(&result->face_landmarks[i]);
|
||||||
|
}
|
||||||
|
delete[] result->face_landmarks;
|
||||||
|
|
||||||
|
for (uint32_t i = 0; i < result->facial_transformation_matrixes_count; ++i) {
|
||||||
|
CppCloseMatrix(&result->facial_transformation_matrixes[i]);
|
||||||
|
}
|
||||||
|
delete[] result->facial_transformation_matrixes;
|
||||||
|
|
||||||
|
result->face_blendshapes_count = 0;
|
||||||
|
result->face_landmarks_count = 0;
|
||||||
|
result->facial_transformation_matrixes_count = 0;
|
||||||
|
result->face_blendshapes = nullptr;
|
||||||
|
result->face_landmarks = nullptr;
|
||||||
|
result->facial_transformation_matrixes = nullptr;
|
||||||
|
}
|
||||||
|
|
||||||
|
} // namespace mediapipe::tasks::c::components::containers
|
||||||
|
|
@ -0,0 +1,32 @@
|
||||||
|
/* Copyright 2023 The MediaPipe Authors.
|
||||||
|
|
||||||
|
Licensed under the Apache License, Version 2.0 (the "License");
|
||||||
|
you may not use this file except in compliance with the License.
|
||||||
|
You may obtain a copy of the License at
|
||||||
|
|
||||||
|
http://www.apache.org/licenses/LICENSE-2.0
|
||||||
|
|
||||||
|
Unless required by applicable law or agreed to in writing, software
|
||||||
|
distributed under the License is distributed on an "AS IS" BASIS,
|
||||||
|
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||||
|
See the License for the specific language governing permissions and
|
||||||
|
limitations under the License.
|
||||||
|
==============================================================================*/
|
||||||
|
|
||||||
|
#ifndef MEDIAPIPE_TASKS_C_COMPONENTS_CONTAINERS_FACE_LANDMARKER_RESULT_CONVERTER_H_
|
||||||
|
#define MEDIAPIPE_TASKS_C_COMPONENTS_CONTAINERS_FACE_LANDMARKER_RESULT_CONVERTER_H_
|
||||||
|
|
||||||
|
#include "mediapipe/tasks/c/vision/face_landmarker/face_landmarker_result.h"
|
||||||
|
#include "mediapipe/tasks/cc/vision/face_landmarker/face_landmarker_result.h"
|
||||||
|
|
||||||
|
namespace mediapipe::tasks::c::components::containers {
|
||||||
|
|
||||||
|
void CppConvertToFaceLandmarkerResult(
|
||||||
|
const mediapipe::tasks::vision::face_landmarker::FaceLandmarkerResult& in,
|
||||||
|
FaceLandmarkerResult* out);
|
||||||
|
|
||||||
|
void CppCloseFaceLandmarkerResult(FaceLandmarkerResult* result);
|
||||||
|
|
||||||
|
} // namespace mediapipe::tasks::c::components::containers
|
||||||
|
|
||||||
|
#endif // MEDIAPIPE_TASKS_C_COMPONENTS_CONTAINERS_FACE_LANDMARKER_RESULT_CONVERTER_H_
|
||||||
|
|
@ -0,0 +1,157 @@
|
||||||
|
/* Copyright 2023 The MediaPipe Authors.
|
||||||
|
|
||||||
|
Licensed under the Apache License, Version 2.0 (the "License");
|
||||||
|
you may not use this file except in compliance with the License.
|
||||||
|
You may obtain a copy of the License at
|
||||||
|
|
||||||
|
http://www.apache.org/licenses/LICENSE-2.0
|
||||||
|
|
||||||
|
Unless required by applicable law or agreed to in writing, software
|
||||||
|
distributed under the License is distributed on an "AS IS" BASIS,
|
||||||
|
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||||
|
See the License for the specific language governing permissions and
|
||||||
|
limitations under the License.
|
||||||
|
==============================================================================*/
|
||||||
|
|
||||||
|
#include "mediapipe/tasks/c/vision/face_landmarker/face_landmarker_result_converter.h"
|
||||||
|
|
||||||
|
#include <cstdint>
|
||||||
|
|
||||||
|
#include "mediapipe/framework/formats/matrix.h"
|
||||||
|
#include "mediapipe/framework/port/gtest.h"
|
||||||
|
#include "mediapipe/tasks/c/components/containers/landmark.h"
|
||||||
|
#include "mediapipe/tasks/c/vision/face_landmarker/face_landmarker_result.h"
|
||||||
|
#include "mediapipe/tasks/cc/components/containers/category.h"
|
||||||
|
#include "mediapipe/tasks/cc/components/containers/classification_result.h"
|
||||||
|
#include "mediapipe/tasks/cc/components/containers/landmark.h"
|
||||||
|
#include "mediapipe/tasks/cc/vision/face_landmarker/face_landmarker_result.h"
|
||||||
|
|
||||||
|
namespace mediapipe::tasks::c::components::containers {
|
||||||
|
|
||||||
|
void InitFaceLandmarkerResult(
|
||||||
|
::mediapipe::tasks::vision::face_landmarker::FaceLandmarkerResult*
|
||||||
|
cpp_result) {
|
||||||
|
// Initialize face_landmarks
|
||||||
|
mediapipe::tasks::components::containers::NormalizedLandmark
|
||||||
|
cpp_normalized_landmark = {/* x= */ 0.1f, /* y= */ 0.2f, /* z= */ 0.3f};
|
||||||
|
mediapipe::tasks::components::containers::NormalizedLandmarks
|
||||||
|
cpp_normalized_landmarks;
|
||||||
|
cpp_normalized_landmarks.landmarks.push_back(cpp_normalized_landmark);
|
||||||
|
cpp_result->face_landmarks.push_back(cpp_normalized_landmarks);
|
||||||
|
|
||||||
|
// Initialize face_blendshapes
|
||||||
|
mediapipe::tasks::components::containers::Category cpp_category = {
|
||||||
|
/* index= */ 1,
|
||||||
|
/* score= */ 0.8f,
|
||||||
|
/* category_name= */ "blendshape_label_1",
|
||||||
|
/* display_name= */ "blendshape_display_name_1"};
|
||||||
|
mediapipe::tasks::components::containers::Classifications
|
||||||
|
classifications_for_blendshapes;
|
||||||
|
classifications_for_blendshapes.categories.push_back(cpp_category);
|
||||||
|
|
||||||
|
cpp_result->face_blendshapes =
|
||||||
|
std::vector<mediapipe::tasks::components::containers::Classifications>{
|
||||||
|
classifications_for_blendshapes};
|
||||||
|
// cpp_result->face_blendshapes->push_back(
|
||||||
|
// classifications_for_blendshapes);
|
||||||
|
|
||||||
|
// Initialize facial_transformation_matrixes
|
||||||
|
Eigen::MatrixXf cpp_matrix(2, 2);
|
||||||
|
cpp_matrix << 1.0f, 2.0f, 3.0f, 4.0f;
|
||||||
|
cpp_result->facial_transformation_matrixes = std::vector<Matrix>{cpp_matrix};
|
||||||
|
}
|
||||||
|
|
||||||
|
TEST(FaceLandmarkerResultConverterTest, ConvertsCustomResult) {
|
||||||
|
// Initialize a C++ FaceLandmarkerResult
|
||||||
|
::mediapipe::tasks::vision::face_landmarker::FaceLandmarkerResult cpp_result;
|
||||||
|
InitFaceLandmarkerResult(&cpp_result);
|
||||||
|
|
||||||
|
FaceLandmarkerResult c_result;
|
||||||
|
CppConvertToFaceLandmarkerResult(cpp_result, &c_result);
|
||||||
|
|
||||||
|
// Verify conversion of face_landmarks
|
||||||
|
EXPECT_EQ(c_result.face_landmarks_count, cpp_result.face_landmarks.size());
|
||||||
|
for (uint32_t i = 0; i < c_result.face_landmarks_count; ++i) {
|
||||||
|
EXPECT_EQ(c_result.face_landmarks[i].landmarks_count,
|
||||||
|
cpp_result.face_landmarks[i].landmarks.size());
|
||||||
|
for (uint32_t j = 0; j < c_result.face_landmarks[i].landmarks_count; ++j) {
|
||||||
|
const auto& cpp_landmark = cpp_result.face_landmarks[i].landmarks[j];
|
||||||
|
EXPECT_FLOAT_EQ(c_result.face_landmarks[i].landmarks[j].x,
|
||||||
|
cpp_landmark.x);
|
||||||
|
EXPECT_FLOAT_EQ(c_result.face_landmarks[i].landmarks[j].y,
|
||||||
|
cpp_landmark.y);
|
||||||
|
EXPECT_FLOAT_EQ(c_result.face_landmarks[i].landmarks[j].z,
|
||||||
|
cpp_landmark.z);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Verify conversion of face_blendshapes
|
||||||
|
if (cpp_result.face_blendshapes.has_value()) {
|
||||||
|
EXPECT_EQ(c_result.face_blendshapes_count,
|
||||||
|
cpp_result.face_blendshapes.value().size());
|
||||||
|
for (uint32_t i = 0; i < c_result.face_blendshapes_count; ++i) {
|
||||||
|
const auto& cpp_face_blendshapes = cpp_result.face_blendshapes.value();
|
||||||
|
EXPECT_EQ(c_result.face_blendshapes[i].categories_count,
|
||||||
|
cpp_face_blendshapes[i].categories.size());
|
||||||
|
for (uint32_t j = 0; j < c_result.face_blendshapes[i].categories_count;
|
||||||
|
++j) {
|
||||||
|
const auto& cpp_category = cpp_face_blendshapes[i].categories[j];
|
||||||
|
EXPECT_EQ(c_result.face_blendshapes[i].categories[j].index,
|
||||||
|
cpp_category.index);
|
||||||
|
EXPECT_FLOAT_EQ(c_result.face_blendshapes[i].categories[j].score,
|
||||||
|
cpp_category.score);
|
||||||
|
EXPECT_EQ(std::string(
|
||||||
|
c_result.face_blendshapes[i].categories[j].category_name),
|
||||||
|
cpp_category.category_name);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Verify conversion of facial_transformation_matrixes
|
||||||
|
if (cpp_result.facial_transformation_matrixes.has_value()) {
|
||||||
|
EXPECT_EQ(c_result.facial_transformation_matrixes_count,
|
||||||
|
cpp_result.facial_transformation_matrixes.value().size());
|
||||||
|
for (uint32_t i = 0; i < c_result.facial_transformation_matrixes_count;
|
||||||
|
++i) {
|
||||||
|
const auto& cpp_facial_transformation_matrixes =
|
||||||
|
cpp_result.facial_transformation_matrixes.value();
|
||||||
|
// Assuming Matrix struct contains data array and dimensions
|
||||||
|
const auto& cpp_matrix = cpp_facial_transformation_matrixes[i];
|
||||||
|
EXPECT_EQ(c_result.facial_transformation_matrixes[i].rows,
|
||||||
|
cpp_matrix.rows());
|
||||||
|
EXPECT_EQ(c_result.facial_transformation_matrixes[i].cols,
|
||||||
|
cpp_matrix.cols());
|
||||||
|
// Check each element of the matrix
|
||||||
|
for (long row = 0; row < cpp_matrix.rows(); ++row) {
|
||||||
|
for (long col = 0; col < cpp_matrix.cols(); ++col) {
|
||||||
|
size_t index = col * cpp_matrix.rows() + row; // Column-major index
|
||||||
|
EXPECT_FLOAT_EQ(
|
||||||
|
c_result.facial_transformation_matrixes[i].data[index],
|
||||||
|
cpp_matrix(row, col));
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
CppCloseFaceLandmarkerResult(&c_result);
|
||||||
|
}
|
||||||
|
|
||||||
|
TEST(FaceLandmarkerResultConverterTest, FreesMemory) {
|
||||||
|
::mediapipe::tasks::vision::face_landmarker::FaceLandmarkerResult cpp_result;
|
||||||
|
InitFaceLandmarkerResult(&cpp_result);
|
||||||
|
|
||||||
|
FaceLandmarkerResult c_result;
|
||||||
|
CppConvertToFaceLandmarkerResult(cpp_result, &c_result);
|
||||||
|
|
||||||
|
EXPECT_NE(c_result.face_blendshapes, nullptr);
|
||||||
|
EXPECT_NE(c_result.face_landmarks, nullptr);
|
||||||
|
EXPECT_NE(c_result.facial_transformation_matrixes, nullptr);
|
||||||
|
|
||||||
|
CppCloseFaceLandmarkerResult(&c_result);
|
||||||
|
|
||||||
|
EXPECT_EQ(c_result.face_blendshapes, nullptr);
|
||||||
|
EXPECT_EQ(c_result.face_landmarks, nullptr);
|
||||||
|
EXPECT_EQ(c_result.facial_transformation_matrixes, nullptr);
|
||||||
|
}
|
||||||
|
|
||||||
|
} // namespace mediapipe::tasks::c::components::containers
|
||||||
291
mediapipe/tasks/c/vision/face_landmarker/face_landmarker_test.cc
Normal file
291
mediapipe/tasks/c/vision/face_landmarker/face_landmarker_test.cc
Normal file
|
|
@ -0,0 +1,291 @@
|
||||||
|
/* Copyright 2023 The MediaPipe Authors.
|
||||||
|
|
||||||
|
Licensed under the Apache License, Version 2.0 (the "License");
|
||||||
|
you may not use this file except in compliance with the License.
|
||||||
|
You may obtain a copy of the License at
|
||||||
|
|
||||||
|
http://www.apache.org/licenses/LICENSE-2.0
|
||||||
|
|
||||||
|
Unless required by applicable law or agreed to in writing, software
|
||||||
|
distributed under the License is distributed on an "AS IS" BASIS,
|
||||||
|
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||||
|
See the License for the specific language governing permissions and
|
||||||
|
limitations under the License.
|
||||||
|
==============================================================================*/
|
||||||
|
|
||||||
|
#include "mediapipe/tasks/c/vision/face_landmarker/face_landmarker.h"
|
||||||
|
|
||||||
|
#include <cstdint>
|
||||||
|
#include <cstdlib>
|
||||||
|
#include <string>
|
||||||
|
|
||||||
|
#include "absl/flags/flag.h"
|
||||||
|
#include "absl/strings/string_view.h"
|
||||||
|
#include "mediapipe/framework/deps/file_path.h"
|
||||||
|
#include "mediapipe/framework/formats/image.h"
|
||||||
|
#include "mediapipe/framework/port/gmock.h"
|
||||||
|
#include "mediapipe/framework/port/gtest.h"
|
||||||
|
#include "mediapipe/tasks/c/components/containers/landmark.h"
|
||||||
|
#include "mediapipe/tasks/c/vision/core/common.h"
|
||||||
|
#include "mediapipe/tasks/c/vision/face_landmarker/face_landmarker_result.h"
|
||||||
|
#include "mediapipe/tasks/cc/vision/utils/image_utils.h"
|
||||||
|
|
||||||
|
namespace {
|
||||||
|
|
||||||
|
using ::mediapipe::file::JoinPath;
|
||||||
|
using ::mediapipe::tasks::vision::DecodeImageFromFile;
|
||||||
|
using testing::HasSubstr;
|
||||||
|
|
||||||
|
constexpr char kTestDataDirectory[] = "/mediapipe/tasks/testdata/vision/";
|
||||||
|
constexpr char kModelName[] = "face_landmarker_v2_with_blendshapes.task";
|
||||||
|
constexpr char kImageFile[] = "portrait.jpg";
|
||||||
|
constexpr float kLandmarksPrecision = 0.03;
|
||||||
|
constexpr float kBlendshapesPrecision = 0.12;
|
||||||
|
constexpr float kFacialTransformationMatrixPrecision = 0.05;
|
||||||
|
constexpr int kIterations = 100;
|
||||||
|
|
||||||
|
std::string GetFullPath(absl::string_view file_name) {
|
||||||
|
return JoinPath("./", kTestDataDirectory, file_name);
|
||||||
|
}
|
||||||
|
|
||||||
|
void MatchesFaceLandmarkerResult(FaceLandmarkerResult* result,
|
||||||
|
const float blendshapes_precision,
|
||||||
|
const float landmark_precision,
|
||||||
|
const float matrix_precison) {
|
||||||
|
// Expects to have the same number of faces detected.
|
||||||
|
EXPECT_EQ(result->face_blendshapes_count, 1);
|
||||||
|
|
||||||
|
// Actual blendshapes matches expected blendshapes.
|
||||||
|
EXPECT_EQ(
|
||||||
|
std::string{result->face_blendshapes[0].categories[0].category_name},
|
||||||
|
"_neutral");
|
||||||
|
EXPECT_NEAR(result->face_blendshapes[0].categories[0].score, 0.0f,
|
||||||
|
blendshapes_precision);
|
||||||
|
|
||||||
|
// Actual landmarks match expected landmarks.
|
||||||
|
EXPECT_NEAR(result->face_landmarks[0].landmarks[0].x, 0.4977f,
|
||||||
|
landmark_precision);
|
||||||
|
EXPECT_NEAR(result->face_landmarks[0].landmarks[0].y, 0.2485f,
|
||||||
|
landmark_precision);
|
||||||
|
EXPECT_NEAR(result->face_landmarks[0].landmarks[0].z, -0.0305f,
|
||||||
|
landmark_precision);
|
||||||
|
|
||||||
|
// Expects to have at least one facial transformation matrix.
|
||||||
|
EXPECT_GE(result->facial_transformation_matrixes_count, 1);
|
||||||
|
|
||||||
|
// Actual matrix matches expected matrix.
|
||||||
|
// Assuming the expected matrix is 2x2 for demonstration.
|
||||||
|
const float expected_matrix[4] = {0.9991f, 0.0166f, -0.0374f, 0.0f};
|
||||||
|
for (int i = 0; i < 4; ++i) {
|
||||||
|
printf(">> %f <<", result->facial_transformation_matrixes[0].data[i]);
|
||||||
|
EXPECT_NEAR(result->facial_transformation_matrixes[0].data[i],
|
||||||
|
expected_matrix[i], matrix_precison);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
TEST(FaceLandmarkerTest, ImageModeTest) {
|
||||||
|
const auto image = DecodeImageFromFile(GetFullPath(kImageFile));
|
||||||
|
ASSERT_TRUE(image.ok());
|
||||||
|
|
||||||
|
const std::string model_path = GetFullPath(kModelName);
|
||||||
|
FaceLandmarkerOptions options = {
|
||||||
|
/* base_options= */ {/* model_asset_buffer= */ nullptr,
|
||||||
|
/* model_asset_buffer_count= */ 0,
|
||||||
|
/* model_asset_path= */ model_path.c_str()},
|
||||||
|
/* running_mode= */ RunningMode::IMAGE,
|
||||||
|
/* num_faces= */ 1,
|
||||||
|
/* min_face_detection_confidence= */ 0.5,
|
||||||
|
/* min_face_presence_confidence= */ 0.5,
|
||||||
|
/* min_tracking_confidence= */ 0.5,
|
||||||
|
/* output_face_blendshapes = */ true,
|
||||||
|
/* output_facial_transformation_matrixes = */ true,
|
||||||
|
};
|
||||||
|
|
||||||
|
void* landmarker = face_landmarker_create(&options, /* error_msg */ nullptr);
|
||||||
|
EXPECT_NE(landmarker, nullptr);
|
||||||
|
|
||||||
|
const auto& image_frame = image->GetImageFrameSharedPtr();
|
||||||
|
const MpImage mp_image = {
|
||||||
|
.type = MpImage::IMAGE_FRAME,
|
||||||
|
.image_frame = {.format = static_cast<ImageFormat>(image_frame->Format()),
|
||||||
|
.image_buffer = image_frame->PixelData(),
|
||||||
|
.width = image_frame->Width(),
|
||||||
|
.height = image_frame->Height()}};
|
||||||
|
|
||||||
|
FaceLandmarkerResult result;
|
||||||
|
face_landmarker_detect_image(landmarker, mp_image, &result,
|
||||||
|
/* error_msg */ nullptr);
|
||||||
|
MatchesFaceLandmarkerResult(&result, kBlendshapesPrecision,
|
||||||
|
kLandmarksPrecision,
|
||||||
|
kFacialTransformationMatrixPrecision);
|
||||||
|
face_landmarker_close_result(&result);
|
||||||
|
face_landmarker_close(landmarker, /* error_msg */ nullptr);
|
||||||
|
}
|
||||||
|
|
||||||
|
TEST(FaceLandmarkerTest, VideoModeTest) {
|
||||||
|
const auto image = DecodeImageFromFile(GetFullPath(kImageFile));
|
||||||
|
ASSERT_TRUE(image.ok());
|
||||||
|
|
||||||
|
const std::string model_path = GetFullPath(kModelName);
|
||||||
|
FaceLandmarkerOptions options = {
|
||||||
|
/* base_options= */ {/* model_asset_buffer= */ nullptr,
|
||||||
|
/* model_asset_buffer_count= */ 0,
|
||||||
|
/* model_asset_path= */ model_path.c_str()},
|
||||||
|
/* running_mode= */ RunningMode::VIDEO,
|
||||||
|
/* num_faces= */ 1,
|
||||||
|
/* min_face_detection_confidence= */ 0.5,
|
||||||
|
/* min_face_presence_confidence= */ 0.5,
|
||||||
|
/* min_tracking_confidence= */ 0.5,
|
||||||
|
/* output_face_blendshapes = */ true,
|
||||||
|
/* output_facial_transformation_matrixes = */ true,
|
||||||
|
};
|
||||||
|
|
||||||
|
void* landmarker = face_landmarker_create(&options,
|
||||||
|
/* error_msg */ nullptr);
|
||||||
|
EXPECT_NE(landmarker, nullptr);
|
||||||
|
|
||||||
|
const auto& image_frame = image->GetImageFrameSharedPtr();
|
||||||
|
const MpImage mp_image = {
|
||||||
|
.type = MpImage::IMAGE_FRAME,
|
||||||
|
.image_frame = {.format = static_cast<ImageFormat>(image_frame->Format()),
|
||||||
|
.image_buffer = image_frame->PixelData(),
|
||||||
|
.width = image_frame->Width(),
|
||||||
|
.height = image_frame->Height()}};
|
||||||
|
|
||||||
|
for (int i = 0; i < kIterations; ++i) {
|
||||||
|
FaceLandmarkerResult result;
|
||||||
|
face_landmarker_detect_for_video(landmarker, mp_image, i, &result,
|
||||||
|
/* error_msg */ nullptr);
|
||||||
|
|
||||||
|
MatchesFaceLandmarkerResult(&result, kBlendshapesPrecision,
|
||||||
|
kLandmarksPrecision,
|
||||||
|
kFacialTransformationMatrixPrecision);
|
||||||
|
face_landmarker_close_result(&result);
|
||||||
|
}
|
||||||
|
face_landmarker_close(landmarker, /* error_msg */ nullptr);
|
||||||
|
}
|
||||||
|
|
||||||
|
// A structure to support LiveStreamModeTest below. This structure holds a
|
||||||
|
// static method `Fn` for a callback function of C API. A `static` qualifier
|
||||||
|
// allows to take an address of the method to follow API style. Another static
|
||||||
|
// struct member is `last_timestamp` that is used to verify that current
|
||||||
|
// timestamp is greater than the previous one.
|
||||||
|
struct LiveStreamModeCallback {
|
||||||
|
static int64_t last_timestamp;
|
||||||
|
static void Fn(FaceLandmarkerResult* landmarker_result, const MpImage& image,
|
||||||
|
int64_t timestamp, char* error_msg) {
|
||||||
|
ASSERT_NE(landmarker_result, nullptr);
|
||||||
|
ASSERT_EQ(error_msg, nullptr);
|
||||||
|
MatchesFaceLandmarkerResult(landmarker_result, kBlendshapesPrecision,
|
||||||
|
kLandmarksPrecision,
|
||||||
|
kFacialTransformationMatrixPrecision);
|
||||||
|
EXPECT_GT(image.image_frame.width, 0);
|
||||||
|
EXPECT_GT(image.image_frame.height, 0);
|
||||||
|
EXPECT_GT(timestamp, last_timestamp);
|
||||||
|
++last_timestamp;
|
||||||
|
}
|
||||||
|
};
|
||||||
|
int64_t LiveStreamModeCallback::last_timestamp = -1;
|
||||||
|
|
||||||
|
TEST(FaceLandmarkerTest, LiveStreamModeTest) {
|
||||||
|
const auto image = DecodeImageFromFile(GetFullPath(kImageFile));
|
||||||
|
ASSERT_TRUE(image.ok());
|
||||||
|
|
||||||
|
const std::string model_path = GetFullPath(kModelName);
|
||||||
|
|
||||||
|
FaceLandmarkerOptions options = {
|
||||||
|
/* base_options= */ {/* model_asset_buffer= */ nullptr,
|
||||||
|
/* model_asset_buffer_count= */ 0,
|
||||||
|
/* model_asset_path= */ model_path.c_str()},
|
||||||
|
/* running_mode= */ RunningMode::LIVE_STREAM,
|
||||||
|
/* num_faces= */ 1,
|
||||||
|
/* min_face_detection_confidence= */ 0.5,
|
||||||
|
/* min_face_presence_confidence= */ 0.5,
|
||||||
|
/* min_tracking_confidence= */ 0.5,
|
||||||
|
/* output_face_blendshapes = */ true,
|
||||||
|
/* output_facial_transformation_matrixes = */ true,
|
||||||
|
/* result_callback= */ LiveStreamModeCallback::Fn,
|
||||||
|
};
|
||||||
|
|
||||||
|
void* landmarker = face_landmarker_create(&options, /* error_msg */
|
||||||
|
nullptr);
|
||||||
|
EXPECT_NE(landmarker, nullptr);
|
||||||
|
|
||||||
|
const auto& image_frame = image->GetImageFrameSharedPtr();
|
||||||
|
const MpImage mp_image = {
|
||||||
|
.type = MpImage::IMAGE_FRAME,
|
||||||
|
.image_frame = {.format = static_cast<ImageFormat>(image_frame->Format()),
|
||||||
|
.image_buffer = image_frame->PixelData(),
|
||||||
|
.width = image_frame->Width(),
|
||||||
|
.height = image_frame->Height()}};
|
||||||
|
|
||||||
|
for (int i = 0; i < kIterations; ++i) {
|
||||||
|
EXPECT_GE(face_landmarker_detect_async(landmarker, mp_image, i,
|
||||||
|
/* error_msg */ nullptr),
|
||||||
|
0);
|
||||||
|
}
|
||||||
|
face_landmarker_close(landmarker, /* error_msg */ nullptr);
|
||||||
|
|
||||||
|
// Due to the flow limiter, the total of outputs might be smaller than the
|
||||||
|
// number of iterations.
|
||||||
|
EXPECT_LE(LiveStreamModeCallback::last_timestamp, kIterations);
|
||||||
|
EXPECT_GT(LiveStreamModeCallback::last_timestamp, 0);
|
||||||
|
}
|
||||||
|
|
||||||
|
TEST(FaceLandmarkerTest, InvalidArgumentHandling) {
|
||||||
|
// It is an error to set neither the asset buffer nor the path.
|
||||||
|
FaceLandmarkerOptions options = {
|
||||||
|
/* base_options= */ {/* model_asset_buffer= */ nullptr,
|
||||||
|
/* model_asset_buffer_count= */ 0,
|
||||||
|
/* model_asset_path= */ nullptr},
|
||||||
|
/* running_mode= */ RunningMode::IMAGE,
|
||||||
|
/* num_faces= */ 1,
|
||||||
|
/* min_face_detection_confidence= */ 0.5,
|
||||||
|
/* min_face_presence_confidence= */ 0.5,
|
||||||
|
/* min_tracking_confidence= */ 0.5,
|
||||||
|
/* output_face_blendshapes = */ true,
|
||||||
|
/* output_facial_transformation_matrixes = */ true,
|
||||||
|
};
|
||||||
|
|
||||||
|
char* error_msg;
|
||||||
|
void* landmarker = face_landmarker_create(&options, &error_msg);
|
||||||
|
EXPECT_EQ(landmarker, nullptr);
|
||||||
|
|
||||||
|
EXPECT_THAT(
|
||||||
|
error_msg,
|
||||||
|
HasSubstr("INVALID_ARGUMENT: BLENDSHAPES Tag and blendshapes model must "
|
||||||
|
"be both set. Get BLENDSHAPES is set: true, blendshapes model "
|
||||||
|
"is set: false [MediaPipeTasksStatus='601']"));
|
||||||
|
|
||||||
|
free(error_msg);
|
||||||
|
}
|
||||||
|
|
||||||
|
TEST(FaceLandmarkerTest, FailedRecognitionHandling) {
|
||||||
|
const std::string model_path = GetFullPath(kModelName);
|
||||||
|
FaceLandmarkerOptions options = {
|
||||||
|
/* base_options= */ {/* model_asset_buffer= */ nullptr,
|
||||||
|
/* model_asset_buffer_count= */ 0,
|
||||||
|
/* model_asset_path= */ model_path.c_str()},
|
||||||
|
/* running_mode= */ RunningMode::IMAGE,
|
||||||
|
/* num_faces= */ 1,
|
||||||
|
/* min_face_detection_confidence= */ 0.5,
|
||||||
|
/* min_face_presence_confidence= */ 0.5,
|
||||||
|
/* min_tracking_confidence= */ 0.5,
|
||||||
|
/* output_face_blendshapes = */ true,
|
||||||
|
/* output_facial_transformation_matrixes = */ true,
|
||||||
|
};
|
||||||
|
|
||||||
|
void* landmarker = face_landmarker_create(&options, /* error_msg */
|
||||||
|
nullptr);
|
||||||
|
EXPECT_NE(landmarker, nullptr);
|
||||||
|
|
||||||
|
const MpImage mp_image = {.type = MpImage::GPU_BUFFER, .gpu_buffer = {}};
|
||||||
|
FaceLandmarkerResult result;
|
||||||
|
char* error_msg;
|
||||||
|
face_landmarker_detect_image(landmarker, mp_image, &result, &error_msg);
|
||||||
|
EXPECT_THAT(error_msg, HasSubstr("GPU Buffer not supported yet"));
|
||||||
|
free(error_msg);
|
||||||
|
face_landmarker_close(landmarker, /* error_msg */ nullptr);
|
||||||
|
}
|
||||||
|
|
||||||
|
} // namespace
|
||||||
2
mediapipe/tasks/testdata/vision/BUILD
vendored
2
mediapipe/tasks/testdata/vision/BUILD
vendored
|
|
@ -48,6 +48,7 @@ mediapipe_files(srcs = [
|
||||||
"face_landmark.tflite",
|
"face_landmark.tflite",
|
||||||
"face_landmarker.task",
|
"face_landmarker.task",
|
||||||
"face_landmarker_v2.task",
|
"face_landmarker_v2.task",
|
||||||
|
"face_landmarker_v2_with_blendshapes.task",
|
||||||
"face_stylizer_color_ink.task",
|
"face_stylizer_color_ink.task",
|
||||||
"fist.jpg",
|
"fist.jpg",
|
||||||
"fist.png",
|
"fist.png",
|
||||||
|
|
@ -185,6 +186,7 @@ filegroup(
|
||||||
"face_detection_short_range.tflite",
|
"face_detection_short_range.tflite",
|
||||||
"face_landmarker.task",
|
"face_landmarker.task",
|
||||||
"face_landmarker_v2.task",
|
"face_landmarker_v2.task",
|
||||||
|
"face_landmarker_v2_with_blendshapes.task",
|
||||||
"face_stylizer_color_ink.task",
|
"face_stylizer_color_ink.task",
|
||||||
"gesture_recognizer.task",
|
"gesture_recognizer.task",
|
||||||
"hair_segmentation.tflite",
|
"hair_segmentation.tflite",
|
||||||
|
|
|
||||||
Loading…
Reference in New Issue
Block a user