// 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/pipeline/pptinypose/pipeline.h" namespace fastdeploy { namespace pipeline { PPTinyPose::PPTinyPose( fastdeploy::vision::detection::PicoDet* det_model, fastdeploy::vision::keypointdetection::PPTinyPose* pptinypose_model) : detector_(det_model), pptinypose_model_(pptinypose_model) {} bool PPTinyPose::Detect( cv::Mat* img, fastdeploy::vision::DetectionResult* detection_res) { if (!detector_->Predict(img, detection_res)) { FDERROR << "There's a error while detectiong human box in image." << std::endl; return false; } return true; } bool PPTinyPose::KeypointDetect( cv::Mat* img, fastdeploy::vision::KeyPointDetectionResult* result, fastdeploy::vision::DetectionResult& detection_result) { if (!pptinypose_model_->Predict(img, result, detection_result)) { FDERROR << "There's a error while detecting keypoint in image " << std::endl; return false; } return true; } bool PPTinyPose::Predict( cv::Mat* img, fastdeploy::vision::KeyPointDetectionResult* result) { result->Clear(); fastdeploy::vision::DetectionResult detection_res; if (nullptr != detector_ && !Detect(img, &detection_res)) { FDERROR << "Failed to detect image." << std::endl; return false; } fastdeploy::vision::DetectionResult filter_detection_res; for (size_t i = 0; i < detection_res.boxes.size(); ++i) { if (detection_res.scores[i] > detection_model_score_threshold) { filter_detection_res.boxes.push_back(detection_res.boxes[i]); filter_detection_res.scores.push_back(detection_res.scores[i]); filter_detection_res.label_ids.push_back(detection_res.label_ids[i]); } } if (nullptr != pptinypose_model_ && !KeypointDetect(img, result, filter_detection_res)) { FDERROR << "Failed to detect keypoint in image " << std::endl; return false; } return true; }; } // namespace pipeline } // namespace fastdeploy