// 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 detection { public class PPYOLOE { public PPYOLOE(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_ppyoloe_wrapper = FD_C_CreatesPPYOLOEWrapper(model_file, params_file, config_file, custom_option.GetWrapperPtr(), model_format); } ~PPYOLOE() { FD_C_DestroyPPYOLOEWrapper(fd_ppyoloe_wrapper); } public DetectionResult Predict(Mat img) { IntPtr fd_detection_result_wrapper_ptr = FD_C_CreateDetectionResultWrapper(); FD_C_PPYOLOEWrapperPredict(fd_ppyoloe_wrapper, img.CvPtr, fd_detection_result_wrapper_ptr); // predict IntPtr fd_detection_result_ptr = FD_C_DetectionResultWrapperGetData( fd_detection_result_wrapper_ptr); // get result from wrapper FD_DetectionResult fd_detection_result = (FD_DetectionResult)Marshal.PtrToStructure(fd_detection_result_ptr, typeof(FD_DetectionResult)); DetectionResult detection_result = ConvertResult.ConvertCResultToDetectionResult(fd_detection_result); FD_C_DestroyDetectionResultWrapper( fd_detection_result_wrapper_ptr); // free fd_detection_result_wrapper_ptr FD_C_DestroyDetectionResult( fd_detection_result_ptr); // free fd_detection_result_ptr return detection_result; } // below are underlying C api private IntPtr fd_ppyoloe_wrapper; [DllImport("fastdeploy.dll", EntryPoint = "FD_C_CreatesPPYOLOEWrapper")] private static extern IntPtr FD_C_CreatesPPYOLOEWrapper( string model_file, string params_file, string config_file, IntPtr fd_runtime_option_wrapper, ModelFormat model_format); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_DestroyPPYOLOEWrapper")] private static extern void FD_C_DestroyPPYOLOEWrapper(IntPtr fd_ppyoloe_wrapper); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_PPYOLOEWrapperPredict")] private static extern bool FD_C_PPYOLOEWrapperPredict(IntPtr fd_ppyoloe_wrapper, IntPtr img, IntPtr fd_detection_result_wrapper); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_CreateDetectionResultWrapper")] private static extern IntPtr FD_C_CreateDetectionResultWrapper(); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_DestroyDetectionResultWrapper")] private static extern void FD_C_DestroyDetectionResultWrapper(IntPtr fd_detection_result_wrapper); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_DestroyDetectionResult")] private static extern void FD_C_DestroyDetectionResult(IntPtr fd_detection_result); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_DetectionResultWrapperGetData")] private static extern IntPtr FD_C_DetectionResultWrapperGetData(IntPtr fd_detection_result_wrapper); [DllImport("fastdeploy.dll", EntryPoint = "FD_C_CreateDetectionResultWrapperFromData")] private static extern IntPtr FD_C_CreateDetectionResultWrapperFromData(IntPtr fd_detection_result); } } } }