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FastDeploy/docs/api/vision_results/keypointdetection_result_EN.md
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English | [中文](keypointdetection_result.md)
# Keypoint Detection Result
The KeyPointDetectionResult code is defined in `fastdeploy/vision/common/result.h`, and is used to indicate the coordinates and confidence level of each keypoint of the target's behavior in the image.
## C++ Definition
``fastdeploy::vision::KeyPointDetectionResult``
```c++
struct KeyPointDetectionResult {
std::vector<std::array<float, 2>> keypoints;
std::vector<float> scores;
int num_joints = -1;
void Clear();
std::string Str();
};
```
- **keypoints**: Member variable which indicates the coordinates of the identified target behavior keypoint.
` keypoints.size() = N * J`:
- `N`: the number of targets in the image
- `J`: num_joints (the number of keypoints of a target)
- **scores**: Member variable which indicates the confidence level of the keypoint coordinates of the identified target behavior.
`scores.size() = N * J`:
- `N`: the number of targets in the picture
- `J`:num_joints (the number of keypoints of a target)
- **num_joints**: Member variable which indicates the number of keypoints of a target.
- **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.KeyPointDetectionResult`
- **keypoints**(list of list(float)): Member variable which indicates the coordinates of the identified target behavior keypoint.
` keypoints.size() = N * J`:
- `N`: the number of targets in the image
- `J`: num_joints (the number of keypoints of a target)
- **scores**(list of float): Member variable which indicates the confidence level of the keypoint coordinates of the identified target behavior.
`scores.size() = N * J`:
- `N`: the number of targets in the picture
- `J`:num_joints (the number of keypoints of a target)
- **num_joints**(int): Member variable which indicates the number of keypoints of a target.