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- // Copyright (c) 2021 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 <fstream>
- #include <iostream>
- #include <map>
- #include <string>
- #include <vector>
- #include "json/json.h"
- #ifdef _WIN32
- #define OS_PATH_SEP "\\"
- #else
- #define OS_PATH_SEP "/"
- #endif
- namespace PaddleDetection {
- void load_jsonf(std::string jsonfile, Json::Value& jsondata);
- // Inference model configuration parser
- class ConfigPaser {
- public:
- ConfigPaser() {}
- ~ConfigPaser() {}
- bool load_config(const std::string& model_dir,
- const std::string& cfg = "infer_cfg") {
- Json::Value config;
- load_jsonf(model_dir + OS_PATH_SEP + cfg + ".json", config);
- // Get model arch : YOLO, SSD, RetinaNet, RCNN, Face, PicoDet, HRNet
- if (config.isMember("arch")) {
- arch_ = config["arch"].as<std::string>();
- } else {
- std::cerr
- << "Please set model arch,"
- << "support value : YOLO, SSD, RetinaNet, RCNN, Face, PicoDet, HRNet."
- << std::endl;
- return false;
- }
- // Get draw_threshold for visualization
- if (config.isMember("draw_threshold")) {
- draw_threshold_ = config["draw_threshold"].as<float>();
- } else {
- std::cerr << "Please set draw_threshold." << std::endl;
- return false;
- }
- // Get Preprocess for preprocessing
- if (config.isMember("Preprocess")) {
- preprocess_info_ = config["Preprocess"];
- } else {
- std::cerr << "Please set Preprocess." << std::endl;
- return false;
- }
- // Get label_list for visualization
- if (config.isMember("label_list")) {
- label_list_.clear();
- for (auto item : config["label_list"]) {
- label_list_.emplace_back(item.as<std::string>());
- }
- } else {
- std::cerr << "Please set label_list." << std::endl;
- return false;
- }
- // Get NMS for postprocess
- if (config.isMember("NMS")) {
- nms_info_ = config["NMS"];
- }
- // Get fpn_stride in PicoDet
- if (config.isMember("fpn_stride")) {
- fpn_stride_.clear();
- for (auto item : config["fpn_stride"]) {
- fpn_stride_.emplace_back(item.as<int>());
- }
- }
- return true;
- }
- float draw_threshold_;
- std::string arch_;
- Json::Value preprocess_info_;
- Json::Value nms_info_;
- std::vector<std::string> label_list_;
- std::vector<int> fpn_stride_;
- };
- } // namespace PaddleDetection
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