// Copyright (c) 2023 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 "flags.h" #include "macros.h" #include "option.h" namespace vision = fastdeploy::vision; namespace benchmark = fastdeploy::benchmark; DEFINE_string(trt_shape, "1,3,512,512:1,3,512,512:1,3,512,512", "Set min/opt/max shape for trt/paddle_trt backend." "eg:--trt_shape 1,3,512,512:1,3,512,512:1,3,512,512"); int main(int argc, char* argv[]) { #if defined(ENABLE_BENCHMARK) && defined(ENABLE_VISION) // Initialization auto option = fastdeploy::RuntimeOption(); if (!CreateRuntimeOption(&option, argc, argv, true)) { return -1; } auto im = cv::imread(FLAGS_image); std::unordered_map config_info; benchmark::ResultManager::LoadBenchmarkConfig(FLAGS_config_path, &config_info); auto model_file = FLAGS_model + sep + "model.pdmodel"; auto params_file = FLAGS_model + sep + "model.pdiparams"; auto config_file = FLAGS_model + sep + "deploy.yaml"; if (config_info["backend"] == "paddle_trt") { option.paddle_infer_option.collect_trt_shape = true; } if (config_info["backend"] == "paddle_trt" || config_info["backend"] == "trt") { std::vector> trt_shapes = benchmark::ResultManager::GetInputShapes(FLAGS_trt_shape); option.trt_option.SetShape("x", trt_shapes[0], trt_shapes[1], trt_shapes[2]); } auto model_ppmatting = vision::matting::PPMatting(model_file, params_file, config_file, option); vision::MattingResult res; BENCHMARK_MODEL(model_ppmatting, model_ppmatting.Predict(&im, &res)) auto vis_im = vision::VisMatting(im, res); cv::imwrite("vis_result.jpg", vis_im); std::cout << "Visualized result saved in ./vis_result.jpg" << std::endl; #endif return 0; }