// 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. using System; using System.IO; using System.Runtime.InteropServices; using System.Collections.Generic; using OpenCvSharp; using fastdeploy.types_internal_c; namespace fastdeploy { namespace vision { namespace classification { class PaddleClasModel { public PaddleClasModel(string model_file, string params_file, string config_file, RuntimeOption custom_option = null, ModelFormat model_format = ModelFormat.PADDLE) { if (custom_option == null) { custom_option = new RuntimeOption(); } fd_paddleclas_model_wrapper = FD_C_CreatePaddleClasModelWrapper( model_file, params_file, config_file, custom_option.GetWrapperPtr(), model_format); } ~PaddleClasModel() { FD_C_DestroyPaddleClasModelWrapper(fd_paddleclas_model_wrapper); } public ClassifyResult Predict(Mat img) { IntPtr fd_classify_result_wrapper_ptr = FD_C_CreateClassifyResultWrapper(); FD_C_PaddleClasModelWrapperPredict( fd_paddleclas_model_wrapper, img.CvPtr, fd_classify_result_wrapper_ptr); // predict IntPtr fd_classify_result_ptr = FD_C_ClassifyResultWrapperGetData( fd_classify_result_wrapper_ptr); // get result from wrapper FD_ClassifyResult fd_classify_result = (FD_ClassifyResult)Marshal.PtrToStructure(fd_classify_result_ptr, typeof(FD_ClassifyResult)); ClassifyResult classify_result = ConvertResult.ConvertCResultToClassifyResult(fd_classify_result); FD_C_DestroyClassifyResultWrapper( fd_classify_result_wrapper_ptr); // free fd_classify_result_wrapper_ptr FD_C_DestroyClassifyResult( fd_classify_result_ptr); // free fd_classify_result_ptr return classify_result; } // below are underlying C api private IntPtr fd_paddleclas_model_wrapper; [DllImport("fastdeploy.dll", EntryPoint = "FD_C_CreatePaddleClasModelWrapper")] private static extern IntPtr FD_C_CreatePaddleClasModelWrapper( string model_file, string params_file, string config_file, IntPtr fd_runtime_option_wrapper, ModelFormat model_format); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_DestroyPaddleClasModelWrapper")] private static extern void FD_C_DestroyPaddleClasModelWrapper(IntPtr fd_paddleclas_model_wrapper); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_PaddleClasModelWrapperPredict")] private static extern bool FD_C_PaddleClasModelWrapperPredict(IntPtr fd_paddleclas_model_wrapper, IntPtr img, IntPtr fd_classify_result_wrapper); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_CreateClassifyResultWrapper")] private static extern IntPtr FD_C_CreateClassifyResultWrapper(); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_DestroyClassifyResultWrapper")] private static extern void FD_C_DestroyClassifyResultWrapper(IntPtr fd_classify_result_wrapper); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_DestroyClassifyResult")] private static extern void FD_C_DestroyClassifyResult(IntPtr fd_classify_result); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_ClassifyResultWrapperGetData")] private static extern IntPtr FD_C_ClassifyResultWrapperGetData(IntPtr fd_classify_result_wrapper); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_CreateClassifyResultWrapperFromData")] private static extern IntPtr FD_C_CreateClassifyResultWrapperFromData(IntPtr fd_classify_result); } } } }