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Matting Result

The MattingResult code is defined in fastdeploy/vision/common/result.h, and is used to indicate the predicted value of alpha transparency predicted and the predicted foreground, etc.

C++ Definition

``fastdeploy::vision::MattingResult`''

struct MattingResult {
  std::vector<float> alpha;
  std::vector<float> foreground;
  std::vector<int64_t> shape;
  bool contain_foreground = false;
  void Clear();
  std::string Str();
};
  • alpha: It is a one-dimensional vector, indicating the predicted value of alpha transparency. The value range is [0.,1.], and the length is hxw, in which h,w represent the height and the width of the input image seperately.
  • foreground: It is a one-dimensional vector, indicating the predicted foreground. The value range is [0.,255.], and the length is hxwxc, in which h,w represent the height and the width of the input image, and c is generally 3. This vector is valid only when the model itself predicts the foreground.
  • contain_foreground: Used to indicate whether the result contains foreground.
  • shape: Used to indicate the shape of the output. When contain_foreground is false, the shape only contains (h,w), while when contain_foreground is true, the shape contains (h,w,c), in which c is generally 3.
  • Clear(): Member function used to clear the results stored in the structure.
  • Str(): Member function used to output the information in the structure as string (for Debug).

Python Definition

fastdeploy.vision.MattingResult

  • alpha(list of float): It is a one-dimensional vector, indicating the predicted value of alpha transparency. The value range is [0.,1.], and the length is hxw, in which h,w represent the height and the width of the input image seperately.
  • foreground(list of float): It is a one-dimensional vector, indicating the predicted foreground. The value range is [0.,255.], and the length is hxwxc, in which h,w represent the height and the width of the input image, and c is generally 3. This vector is valid only when the model itself predicts the foreground.
  • contain_foreground(bool): Used to indicate whether the result contains foreground.
  • shape(list of int): Used to indicate the shape of the output. When contain_foreground is false, the shape only contains (h,w), while when contain_foreground is true, the shape contains (h,w,c), in which c is generally 3.