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FastDeploy/docs/api/vision_results/face_detection_result_CN.md
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中文 | English

FaceDetectionResult 人脸检测结果

FaceDetectionResult 代码定义在fastdeploy/vision/common/result.h用于表明人脸检测出来的目标框、人脸landmarks目标置信度和每张人脸的landmark数量。

C++ 定义

fastdeploy::vision::FaceDetectionResult

struct FaceDetectionResult {
  std::vector<std::array<float, 4>> boxes;
  std::vector<std::array<float, 2>> landmarks;
  std::vector<float> scores;
  int landmarks_per_face;
  void Clear();
  std::string Str();
};
  • boxes: 成员变量,表示单张图片检测出来的所有目标框坐标,boxes.size()表示框的个数每个框以4个float数值依次表示xmin, ymin, xmax, ymax 即左上角和右下角坐标
  • scores: 成员变量,表示单张图片检测出来的所有目标置信度,其元素个数与boxes.size()一致
  • landmarks: 成员变量,表示单张图片检测出来的所有人脸的关键点,其元素个数与boxes.size()一致
  • landmarks_per_face: 成员变量,表示每个人脸框中的关键点的数量。
  • Clear(): 成员函数,用于清除结构体中存储的结果
  • Str(): 成员函数将结构体中的信息以字符串形式输出用于Debug

Python 定义

fastdeploy.vision.FaceDetectionResult

  • boxes(list of list(float)): 成员变量表示单张图片检测出来的所有目标框坐标。boxes是一个list其每个元素为一个长度为4的list 表示为一个框每个框以4个float数值依次表示xmin, ymin, xmax, ymax 即左上角和右下角坐标
  • scores(list of float): 成员变量,表示单张图片检测出来的所有目标置信度
  • landmarks(list of list(float)): 成员变量,表示单张图片检测出来的所有人脸的关键点
  • landmarks_per_face(int): 成员变量,表示每个人脸框中的关键点的数量。