71 lines
1.9 KiB
C++
71 lines
1.9 KiB
C++
// Copyright (c) 2019 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 "core/general-server/general_model_service.pb.h"
|
|
#include "core/general-server/op/general_infer_helper.h"
|
|
#include "core/predictor/tools/pp_shitu_tools/preprocess_op.h"
|
|
#include "paddle_inference_api.h" // NOLINT
|
|
#include <string>
|
|
#include <vector>
|
|
|
|
#include "opencv2/core.hpp"
|
|
#include "opencv2/imgcodecs.hpp"
|
|
#include "opencv2/imgproc.hpp"
|
|
#include <chrono>
|
|
#include <iomanip>
|
|
#include <iostream>
|
|
#include <ostream>
|
|
#include <vector>
|
|
|
|
#include <cstring>
|
|
#include <fstream>
|
|
#include <numeric>
|
|
|
|
namespace baidu {
|
|
namespace paddle_serving {
|
|
namespace serving {
|
|
|
|
class GeneralClasOp
|
|
: public baidu::paddle_serving::predictor::OpWithChannel<GeneralBlob> {
|
|
public:
|
|
typedef std::vector<paddle::PaddleTensor> TensorVector;
|
|
|
|
DECLARE_OP(GeneralClasOp);
|
|
|
|
int inference();
|
|
|
|
private:
|
|
// clas preprocess
|
|
std::vector<float> mean_ = {0.485f, 0.456f, 0.406f};
|
|
std::vector<float> scale_ = {0.229f, 0.224f, 0.225f};
|
|
bool is_scale_ = true;
|
|
|
|
int resize_short_size_ = 256;
|
|
int crop_size_ = 224;
|
|
|
|
PaddleClas::ResizeImg resize_op_;
|
|
PaddleClas::Normalize normalize_op_;
|
|
PaddleClas::Permute permute_op_;
|
|
PaddleClas::CenterCropImg crop_op_;
|
|
|
|
// read pics
|
|
cv::Mat Base2Mat(std::string &base64_data);
|
|
std::string base64Decode(const char *Data, int DataByte);
|
|
};
|
|
|
|
} // namespace serving
|
|
} // namespace paddle_serving
|
|
} // namespace baidu
|