// 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. #include "fastdeploy/vision/detection/ppdet/picodet.h" #include "yaml-cpp/yaml.h" namespace fastdeploy { namespace vision { namespace detection { PicoDet::PicoDet(const std::string& model_file, const std::string& params_file, const std::string& config_file, const RuntimeOption& custom_option, const Frontend& model_format) { config_file_ = config_file; valid_cpu_backends = {Backend::PDINFER, Backend::ORT, Backend::LITE}; valid_gpu_backends = {Backend::ORT, Backend::PDINFER, Backend::TRT}; runtime_option = custom_option; runtime_option.model_format = model_format; runtime_option.model_file = model_file; runtime_option.params_file = params_file; background_label = -1; keep_top_k = 100; nms_eta = 1; nms_threshold = 0.6; nms_top_k = 1000; normalized = true; score_threshold = 0.025; CheckIfContainDecodeAndNMS(); initialized = Initialize(); } bool PicoDet::CheckIfContainDecodeAndNMS() { YAML::Node cfg; try { cfg = YAML::LoadFile(config_file_); } catch (YAML::BadFile& e) { FDERROR << "Failed to load yaml file " << config_file_ << ", maybe you should check this file." << std::endl; return false; } if (cfg["arch"].as() == "PicoDet") { FDERROR << "The arch in config file is PicoDet, which means this model " "doesn contain box decode and nms, please export model with " "decode and nms." << std::endl; return false; } return true; } } // namespace detection } // namespace vision } // namespace fastdeploy