mirror of
https://github.com/PaddlePaddle/FastDeploy.git
synced 2025-10-05 16:48:03 +08:00
9cd00ad4c5
* Refactoring code of YOLOv5Cls with new model type * fix reviewed problem * Normalize&HWC2CHW -> NormalizeAndPermute * remove cast()
57 lines
1.8 KiB
C++
57 lines
1.8 KiB
C++
// 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 classification {
|
|
/*! @brief Postprocessor object for YOLOv5Cls serials model.
|
|
*/
|
|
class FASTDEPLOY_DECL YOLOv5ClsPostprocessor {
|
|
public:
|
|
/** \brief Create a postprocessor instance for YOLOv5Cls serials model
|
|
*/
|
|
YOLOv5ClsPostprocessor();
|
|
|
|
/** \brief Process the result of runtime and fill to ClassifyResult structure
|
|
*
|
|
* \param[in] tensors The inference result from runtime
|
|
* \param[in] result The output result of classification
|
|
* \param[in] ims_info The shape info list, record input_shape and output_shape
|
|
* \return true if the postprocess successed, otherwise false
|
|
*/
|
|
bool Run(const std::vector<FDTensor>& tensors,
|
|
std::vector<ClassifyResult>* results,
|
|
const std::vector<std::map<std::string, std::array<float, 2>>>& ims_info);
|
|
|
|
/// Set topk, default 1
|
|
void SetTopK(const int& topk) {
|
|
topk_ = topk;
|
|
}
|
|
|
|
/// Get topk, default 1
|
|
float GetTopK() const { return topk_; }
|
|
|
|
protected:
|
|
int topk_;
|
|
};
|
|
|
|
} // namespace classification
|
|
} // namespace vision
|
|
} // namespace fastdeploy
|