FastDeploy/docs/docs_en/api/vision_results/classification_result.md

Image Classification Results - ClassifyResult

The ClassifyResult function is defined in fastdeploy/vision/common/result.h , indicating the classification results and confidence level of the image.

C++ Definition

fastdeploy::vision::ClassifyResult

struct ClassifyResult {
  std::vector<int32_t> label_ids;
  std::vector<float> scores;
  void Clear();
  std::string Str();
};

• label_ids: Member variable, indicating the classification results for a single image. The number of member variables is determined by the topk input when using the classification model, e.g. the top 5 classification results.
• scores: Member variable, indicating the confidence level of a single image on the corresponding classification result. The number of member variables is determined by the topk input when using the classification model, e.g. the top 5 classification confidence level results.
• Clear(): Member function that clears the results stored in a struct.
• Str(): Member function that outputs the information in the struct as a string (for Debug)

Python Definition

fastdeploy.vision.ClassifyResult

• label_ids(list of int): Member variable, indicating the classification results for a single image. The number of member variables is determined by the topk input when using the classification model, e.g. the top 5 classification results.
• scores(list of float): Member variable, indicating the confidence level of a single image on the corresponding classification result. The number of member variables is determined by the topk input when using the classification model, e.g. the top 5 classification confidence level results.