geometry_pipeline_calculator.cc | Explore in Territory

// Copyright 2020 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 <memory>
#include <string>
#include <utility>
#include <vector>

#include "absl/memory/memory.h"
#include "mediapipe/framework/calculator_framework.h"
#include "mediapipe/framework/formats/landmark.pb.h"
#include "mediapipe/framework/port/ret_check.h"
#include "mediapipe/framework/port/status.h"
#include "mediapipe/framework/port/status_macros.h"
#include "mediapipe/framework/port/statusor.h"
#include "mediapipe/modules/face_geometry/geometry_pipeline_calculator.pb.h"
#include "mediapipe/modules/face_geometry/libs/geometry_pipeline.h"
#include "mediapipe/modules/face_geometry/libs/validation_utils.h"
#include "mediapipe/modules/face_geometry/protos/environment.pb.h"
#include "mediapipe/modules/face_geometry/protos/face_geometry.pb.h"
#include "mediapipe/modules/face_geometry/protos/geometry_pipeline_metadata.pb.h"
#include "mediapipe/util/resource_util.h"

namespace mediapipe {
namespace {

static constexpr char kEnvironmentTag[] = "ENVIRONMENT";
static constexpr char kImageSizeTag[] = "IMAGE_SIZE";
static constexpr char kMultiFaceGeometryTag[] = "MULTI_FACE_GEOMETRY";
static constexpr char kMultiFaceLandmarksTag[] = "MULTI_FACE_LANDMARKS";

// A calculator that renders a visual effect for multiple faces.
//
// Inputs:
//   IMAGE_SIZE (`std::pair<int, int>`, required):
//     The size of the current frame. The first element of the pair is the frame
//     width; the other one is the frame height.
//
//     The face landmarks should have been detected on a frame with the same
//     ratio. If used as-is, the resulting face geometry visualization should be
//     happening on a frame with the same ratio as well.
//
//   MULTI_FACE_LANDMARKS (`std::vector<NormalizedLandmarkList>`, required):
//     A vector of face landmark lists.
//
// Input side packets:
//   ENVIRONMENT (`face_geometry::Environment`, required)
//     Describes an environment; includes the camera frame origin point location
//     as well as virtual camera parameters.
//
// Output:
//   MULTI_FACE_GEOMETRY (`std::vector<face_geometry::FaceGeometry>`, required):
//     A vector of face geometry data.
//
// Options:
//   metadata_path (`string`, optional):
//     Defines a path for the geometry pipeline metadata file.
//
//     The geometry pipeline metadata file format must be the binary
//     `face_geometry.GeometryPipelineMetadata` proto.
//
class GeometryPipelineCalculator : public CalculatorBase {
 public:
  static absl::Status GetContract(CalculatorContract* cc) {
    cc->InputSidePackets()
        .Tag(kEnvironmentTag)
        .Set<face_geometry::Environment>();
    cc->Inputs().Tag(kImageSizeTag).Set<std::pair<int, int>>();
    cc->Inputs()
        .Tag(kMultiFaceLandmarksTag)
        .Set<std::vector<NormalizedLandmarkList>>();
    cc->Outputs()
        .Tag(kMultiFaceGeometryTag)
        .Set<std::vector<face_geometry::FaceGeometry>>();

    return absl::OkStatus();
  }

  absl::Status Open(CalculatorContext* cc) override {
    cc->SetOffset(mediapipe::TimestampDiff(0));

    const auto& options = cc->Options<FaceGeometryPipelineCalculatorOptions>();

    MP_ASSIGN_OR_RETURN(
        face_geometry::GeometryPipelineMetadata metadata,
        ReadMetadataFromFile(cc, options.metadata_path()),
        _ << "Failed to read the geometry pipeline metadata from file!");

    MP_RETURN_IF_ERROR(
        face_geometry::ValidateGeometryPipelineMetadata(metadata))
        << "Invalid geometry pipeline metadata!";

    const face_geometry::Environment& environment =
        cc->InputSidePackets()
            .Tag(kEnvironmentTag)
            .Get<face_geometry::Environment>();

    MP_RETURN_IF_ERROR(face_geometry::ValidateEnvironment(environment))
        << "Invalid environment!";

    MP_ASSIGN_OR_RETURN(
        geometry_pipeline_,
        face_geometry::CreateGeometryPipeline(environment, metadata),
        _ << "Failed to create a geometry pipeline!");

    return absl::OkStatus();
  }

  absl::Status Process(CalculatorContext* cc) override {
    // Both the `IMAGE_SIZE` and the `MULTI_FACE_LANDMARKS` streams are required
    // to have a non-empty packet. In case this requirement is not met, there's
    // nothing to be processed at the current timestamp.
    if (cc->Inputs().Tag(kImageSizeTag).IsEmpty() ||
        cc->Inputs().Tag(kMultiFaceLandmarksTag).IsEmpty()) {
      return absl::OkStatus();
    }

    const auto& image_size =
        cc->Inputs().Tag(kImageSizeTag).Get<std::pair<int, int>>();
    const auto& multi_face_landmarks =
        cc->Inputs()
            .Tag(kMultiFaceLandmarksTag)
            .Get<std::vector<NormalizedLandmarkList>>();

    auto multi_face_geometry =
        absl::make_unique<std::vector<face_geometry::FaceGeometry>>();

    MP_ASSIGN_OR_RETURN(
        *multi_face_geometry,
        geometry_pipeline_->EstimateFaceGeometry(
            multi_face_landmarks,  //
            /*frame_width*/ image_size.first,
            /*frame_height*/ image_size.second),
        _ << "Failed to estimate face geometry for multiple faces!");

    cc->Outputs()
        .Tag(kMultiFaceGeometryTag)
        .AddPacket(mediapipe::Adopt<std::vector<face_geometry::FaceGeometry>>(
                       multi_face_geometry.release())
                       .At(cc->InputTimestamp()));

    return absl::OkStatus();
  }

  absl::Status Close(CalculatorContext* cc) override {
    return absl::OkStatus();
  }

 private:
  static absl::StatusOr<face_geometry::GeometryPipelineMetadata>
  ReadMetadataFromFile(CalculatorContext* cc,
                       const std::string& metadata_path) {
    MP_ASSIGN_OR_RETURN(std::string metadata_blob,
                        ReadContentBlobFromFile(cc, metadata_path),
                        _ << "Failed to read a metadata blob from file!");

    face_geometry::GeometryPipelineMetadata metadata;
    RET_CHECK(metadata.ParseFromString(metadata_blob))
        << "Failed to parse a metadata proto from a binary blob!";

    return metadata;
  }

  static absl::StatusOr<std::string> ReadContentBlobFromFile(
      CalculatorContext* cc, const std::string& unresolved_path) {
    MP_ASSIGN_OR_RETURN(
        std::string resolved_path,
        mediapipe::PathToResourceAsFile(unresolved_path),
        _ << "Failed to resolve path! Path = " << unresolved_path);

    std::string content_blob;
    MP_RETURN_IF_ERROR(
        cc->GetResources().ReadContents(resolved_path, content_blob))
        << "Failed to read content blob! Resolved path = " << resolved_path;

    return content_blob;
  }

  std::unique_ptr<face_geometry::GeometryPipeline> geometry_pipeline_;
};

}  // namespace

using FaceGeometryPipelineCalculator = GeometryPipelineCalculator;

REGISTER_CALCULATOR(FaceGeometryPipelineCalculator);

}  // namespace mediapipe
chromium/third_party/mediapipe/src/mediapipe/modules/face_geometry/geometry_pipeline_calculator.cc
