// 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. #pragma once #include "fastdeploy/fastdeploy_model.h" #include "fastdeploy/vision/common/processors/transform.h" #include "fastdeploy/vision/common/result.h" namespace fastdeploy { namespace vision { namespace detection { class FASTDEPLOY_DECL YOLOv7End2EndORT : public FastDeployModel { public: YOLOv7End2EndORT(const std::string& model_file, const std::string& params_file = "", const RuntimeOption& custom_option = RuntimeOption(), const ModelFormat& model_format = ModelFormat::ONNX); virtual std::string ModelName() const { return "yolov7end2end_ort"; } virtual bool Predict(cv::Mat* im, DetectionResult* result, float conf_threshold = 0.25); // tuple of (width, height) std::vector size; // padding value, size should be same with Channels std::vector padding_value; // only pad to the minimum rectange which height and width is times of stride bool is_mini_pad; // while is_mini_pad = false and is_no_pad = true, will resize the image to // the set size bool is_no_pad; // if is_scale_up is false, the input image only can be zoom out, the maximum // resize scale cannot exceed 1.0 bool is_scale_up; // padding stride, for is_mini_pad int stride; private: bool Initialize(); bool Preprocess(Mat* mat, FDTensor* output, std::map>* im_info); bool Postprocess(FDTensor& infer_result, DetectionResult* result, const std::map>& im_info, float conf_threshold); void LetterBox(Mat* mat, const std::vector& size, const std::vector& color, bool _auto, bool scale_fill = false, bool scale_up = true, int stride = 32); bool is_dynamic_input_; }; } // namespace detection } // namespace vision } // namespace fastdeploy