centerface.h

// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
//
// 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.

#pragma once
#include "fastdeploy/fastdeploy_model.h"
#include "fastdeploy/vision/common/processors/transform.h"
#include "fastdeploy/vision/common/result.h"
#include "fastdeploy/vision/facedet/contrib/centerface/preprocessor.h"
#include "fastdeploy/vision/facedet/contrib/centerface/postprocessor.h"

namespace fastdeploy {

namespace vision {

namespace facedet {
class FASTDEPLOY_DECL CenterFace: public FastDeployModel{
 public:
  CenterFace(const std::string& model_file, const std::string& params_file = "",
              const RuntimeOption& custom_option = RuntimeOption(),
              const ModelFormat& model_format = ModelFormat::ONNX);

  std::string ModelName() {return "centerface";}

  virtual bool Predict(const cv::Mat& im, FaceDetectionResult* result);

  virtual bool BatchPredict(const std::vector<cv::Mat>& images,
                            std::vector<FaceDetectionResult>* results);

  virtual CenterFacePreprocessor& GetPreprocessor() {
    return preprocessor_;
  }

  virtual CenterFacePostprocessor& GetPostprocessor() {
    return postprocessor_;
  }

 protected:
  bool Initialize();
  CenterFacePreprocessor preprocessor_;
  CenterFacePostprocessor postprocessor_;
};

}  // namespace facedet

}  // namespace vision

}  // namespace fastdeploy