model.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/detection/contrib/rknpu2/rkyolo.h"
namespace fastdeploy {
namespace vision {
namespace detection {

class FASTDEPLOY_DECL RKYOLOV5 : public RKYOLO {
 public:
  RKYOLOV5(const std::string& model_file,
           const RuntimeOption& custom_option = RuntimeOption(),
           const ModelFormat& model_format = ModelFormat::RKNN)
      : RKYOLO(model_file, custom_option, model_format) {
    valid_cpu_backends = {};
    valid_gpu_backends = {};
    valid_rknpu_backends = {Backend::RKNPU2};
    std::vector<int> anchors = {10, 13, 16,  30,  33, 23,  30,  61,  62,
                                45, 59, 119, 116, 90, 156, 198, 373, 326};
    int anchor_per_branch_ = 3;
    GetPostprocessor().SetAnchor(anchors, anchor_per_branch_);
  }

  virtual std::string ModelName() const { return "RKYOLOV5"; }
};

class FASTDEPLOY_DECL RKYOLOV7 : public RKYOLO {
 public:
  RKYOLOV7(const std::string& model_file,
           const RuntimeOption& custom_option = RuntimeOption(),
           const ModelFormat& model_format = ModelFormat::RKNN)
      : RKYOLO(model_file, custom_option, model_format) {
    valid_cpu_backends = {};
    valid_gpu_backends = {};
    valid_rknpu_backends = {Backend::RKNPU2};
    std::vector<int> anchors = {12, 16, 19,  36,  40,  28,  36,  75,  76,
                                55, 72, 146, 142, 110, 192, 243, 459, 401};
    int anchor_per_branch_ = 3;
    GetPostprocessor().SetAnchor(anchors, anchor_per_branch_);
  }

  virtual std::string ModelName() const { return "RKYOLOV7"; }
};

class FASTDEPLOY_DECL RKYOLOX : public RKYOLO {
 public:
  RKYOLOX(const std::string& model_file,
           const RuntimeOption& custom_option = RuntimeOption(),
           const ModelFormat& model_format = ModelFormat::RKNN)
      : RKYOLO(model_file, custom_option, model_format) {
    valid_cpu_backends = {};
    valid_gpu_backends = {};
    valid_rknpu_backends = {Backend::RKNPU2};
    std::vector<int> anchors = {10, 13, 16,  30,  33, 23,  30,  61,  62,
                                45, 59, 119, 116, 90, 156, 198, 373, 326};
    int anchor_per_branch_ = 1;
    GetPostprocessor().SetAnchor(anchors, anchor_per_branch_);
  }

  virtual std::string ModelName() const { return "RKYOLOV7"; }
};

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