preprocessor.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/vision/common/processors/transform.h"
#include "fastdeploy/vision/common/result.h"

namespace fastdeploy {
namespace vision {

namespace faceid {
class FASTDEPLOY_DECL InsightFaceRecognitionPreprocessor {
 public:
  InsightFaceRecognitionPreprocessor();

  bool Run(std::vector<FDMat>* images, std::vector<FDTensor>* outputs);

  std::vector<int> GetSize() { return size_; }

  void SetSize(std::vector<int>& size) { size_ = size; }

  std::vector<float> GetAlpha() { return alpha_; }

  void SetAlpha(std::vector<float>& alpha) { alpha_ = alpha; }

  std::vector<float> GetBeta() { return beta_; }

  void SetBeta(std::vector<float>& beta) { beta_ = beta; }

  void DisableNormalize() { disable_normalize_ = true; }

  void DisablePermute() { disable_permute_ = true; }

 protected:
  bool Preprocess(FDMat* mat, FDTensor* output);
  // Argument for image preprocessing step, tuple of (width, height),
  // decide the target size after resize, default (112, 112)
  std::vector<int> size_;
  // Argument for image preprocessing step, alpha values for normalization,
  // default alpha = {1.f / 127.5f, 1.f / 127.5f, 1.f / 127.5f};
  std::vector<float> alpha_;
  // Argument for image preprocessing step, beta values for normalization,
  // default beta = {-1.f, -1.f, -1.f}
  std::vector<float> beta_;
  // for recording the switch of normalize
  bool disable_normalize_ = false;
  // Argument for image preprocessing step, whether to swap the B and R channel,
  // such as BGR->RGB, default true.
  bool disable_permute_ = false;
};

}  // namespace faceid
}  // namespace vision
}  // namespace fastdeploy