rkyolo.h

// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.  //NOLINT
//
// 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/detection/contrib/rknpu2/postprocessor.h"
#include "fastdeploy/vision/detection/contrib/rknpu2/preprocessor.h"

namespace fastdeploy {
namespace vision {
namespace detection {

class FASTDEPLOY_DECL RKYOLO : public FastDeployModel {
 public:
  RKYOLO(const std::string& model_file,
         const RuntimeOption& custom_option = RuntimeOption(),
         const ModelFormat& model_format = ModelFormat::RKNN);

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

  virtual bool Predict(const cv::Mat& img, DetectionResult* result);

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

  RKYOLOPreprocessor& GetPreprocessor() { return preprocessor_; }

  RKYOLOPostprocessor& GetPostprocessor() { return postprocessor_; }

 protected:
  bool Initialize();
  RKYOLOPreprocessor preprocessor_;
  RKYOLOPostprocessor postprocessor_;
};

}  // namespace detection
}  // namespace vision
}  // namespace fastdeploy