mirror of
https://github.com/PaddlePaddle/PaddleOCR.git
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77 lines
2.4 KiB
C++
77 lines
2.4 KiB
C++
// Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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#pragma once
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#include "paddle_api.h"
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#include "paddle_inference_api.h"
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#include <include/preprocess_op.h>
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#include <include/utility.h>
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namespace PaddleOCR {
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class Classifier {
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public:
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explicit Classifier(const std::string &model_dir, const bool &use_gpu,
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const int &gpu_id, const int &gpu_mem,
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const int &cpu_math_library_num_threads,
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const bool &use_mkldnn, const double &cls_thresh,
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const bool &use_tensorrt, const std::string &precision,
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const int &cls_batch_num) {
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this->use_gpu_ = use_gpu;
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this->gpu_id_ = gpu_id;
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this->gpu_mem_ = gpu_mem;
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this->cpu_math_library_num_threads_ = cpu_math_library_num_threads;
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this->use_mkldnn_ = use_mkldnn;
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this->cls_thresh = cls_thresh;
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this->use_tensorrt_ = use_tensorrt;
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this->precision_ = precision;
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this->cls_batch_num_ = cls_batch_num;
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LoadModel(model_dir);
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}
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double cls_thresh = 0.9;
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// Load Paddle inference model
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void LoadModel(const std::string &model_dir);
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void Run(std::vector<cv::Mat> img_list, std::vector<int> &cls_labels,
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std::vector<float> &cls_scores, std::vector<double> ×);
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private:
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std::shared_ptr<paddle_infer::Predictor> predictor_;
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bool use_gpu_ = false;
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int gpu_id_ = 0;
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int gpu_mem_ = 4000;
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int cpu_math_library_num_threads_ = 4;
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bool use_mkldnn_ = false;
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std::vector<float> mean_ = {0.5f, 0.5f, 0.5f};
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std::vector<float> scale_ = {1 / 0.5f, 1 / 0.5f, 1 / 0.5f};
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bool is_scale_ = true;
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bool use_tensorrt_ = false;
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std::string precision_ = "fp32";
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int cls_batch_num_ = 1;
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// pre-process
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ClsResizeImg resize_op_;
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Normalize normalize_op_;
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PermuteBatch permute_op_;
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}; // class Classifier
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} // namespace PaddleOCR
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