FastDeploy/fastdeploy/vision/ppseg/model.h

#pragma once
#include "fastdeploy/fastdeploy_model.h"
#include "fastdeploy/vision/common/processors/transform.h"
#include "fastdeploy/vision/common/result.h"

namespace fastdeploy {
namespace vision {
namespace ppseg {

class FASTDEPLOY_DECL Model : public FastDeployModel {
 public:
  Model(const std::string& model_file, const std::string& params_file,
        const std::string& config_file,
        const RuntimeOption& custom_option = RuntimeOption(),
        const Frontend& model_format = Frontend::PADDLE);

  std::string ModelName() const { return "ppseg"; }

  virtual bool Predict(cv::Mat* im, SegmentationResult* result);

 private:
  bool Initialize();

  bool BuildPreprocessPipelineFromConfig();

  bool Preprocess(Mat* mat, FDTensor* outputs);

  bool Postprocess(const FDTensor& infer_result, SegmentationResult* result);

  std::vector<std::shared_ptr<Processor>> processors_;
  std::string config_file_;
};
}  // namespace ppseg
}  // namespace vision
}  // namespace fastdeploy