// 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. #ifdef ENABLE_VISION_VISUALIZE #pragma once #include "fastdeploy/vision/common/result.h" #include "opencv2/imgproc/imgproc.hpp" namespace fastdeploy { namespace vision { // This class will deprecated, please not use it class FASTDEPLOY_DECL Visualize { public: static int num_classes_; static std::vector color_map_; static const std::vector& GetColorMap(int num_classes = 1000); static cv::Mat VisDetection(const cv::Mat& im, const DetectionResult& result, float score_threshold = 0.0, int line_size = 1, float font_size = 0.5f); static cv::Mat VisFaceDetection(const cv::Mat& im, const FaceDetectionResult& result, int line_size = 1, float font_size = 0.5f); static cv::Mat VisSegmentation(const cv::Mat& im, const SegmentationResult& result); static cv::Mat VisMattingAlpha(const cv::Mat& im, const MattingResult& result, bool remove_small_connected_area = false); static cv::Mat RemoveSmallConnectedArea(const cv::Mat& alpha_pred, float threshold); static cv::Mat SwapBackgroundMatting( const cv::Mat& im, const cv::Mat& background, const MattingResult& result, bool remove_small_connected_area = false); static cv::Mat SwapBackgroundSegmentation(const cv::Mat& im, const cv::Mat& background, int background_label, const SegmentationResult& result); static cv::Mat VisOcr(const cv::Mat& srcimg, const OCRResult& ocr_result); }; std::vector GenerateColorMap(int num_classes = 1000); cv::Mat RemoveSmallConnectedArea(const cv::Mat& alpha_pred, float threshold); FASTDEPLOY_DECL cv::Mat VisDetection(const cv::Mat& im, const DetectionResult& result, float score_threshold = 0.0, int line_size = 1, float font_size = 0.5f); FASTDEPLOY_DECL cv::Mat VisDetection(const cv::Mat& im, const DetectionResult& result, const std::vector& labels, float score_threshold = 0.0, int line_size = 1, float font_size = 0.5f); FASTDEPLOY_DECL cv::Mat VisClassification( const cv::Mat& im, const ClassifyResult& result, int top_k = 5, float score_threshold = 0.0f, float font_size = 0.5f); FASTDEPLOY_DECL cv::Mat VisClassification( const cv::Mat& im, const ClassifyResult& result, const std::vector& labels, int top_k = 5, float score_threshold = 0.0f, float font_size = 0.5f); FASTDEPLOY_DECL cv::Mat VisFaceDetection(const cv::Mat& im, const FaceDetectionResult& result, int line_size = 1, float font_size = 0.5f); FASTDEPLOY_DECL cv::Mat VisFaceAlignment(const cv::Mat& im, const FaceAlignmentResult& result, int line_size = 1); FASTDEPLOY_DECL cv::Mat VisSegmentation(const cv::Mat& im, const SegmentationResult& result, float weight = 0.5); FASTDEPLOY_DECL cv::Mat VisMatting(const cv::Mat& im, const MattingResult& result, bool remove_small_connected_area = false); FASTDEPLOY_DECL cv::Mat VisOcr(const cv::Mat& im, const OCRResult& ocr_result); FASTDEPLOY_DECL cv::Mat VisMOT(const cv::Mat& img,const MOTResult& results, float fps=0.0, int frame_id=0); FASTDEPLOY_DECL cv::Mat SwapBackground( const cv::Mat& im, const cv::Mat& background, const MattingResult& result, bool remove_small_connected_area = false); FASTDEPLOY_DECL cv::Mat SwapBackground(const cv::Mat& im, const cv::Mat& background, const SegmentationResult& result, int background_label); FASTDEPLOY_DECL cv::Mat VisKeypointDetection(const cv::Mat& im, const KeyPointDetectionResult& results, float conf_threshold = 0.5f); } // namespace vision } // namespace fastdeploy #endif