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Create detection_result.md
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docs/docs_en/api/vision_results/detection_result.md
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docs/docs_en/api/vision_results/detection_result.md
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# Detection Results
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The DetectionResult function is defined in `csrcs/fastdeploy/vision/common/result.h` , indicating the object's frame, class and confidence level from the image detection.
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## C++ Definition
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```c++
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fastdeploy::vision::DetectionResult
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```
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```c++
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struct DetectionResult {
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std::vector<std::array<float, 4>> boxes;
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std::vector<float> scores;
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std::vector<int32_t> label_ids;
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std::vector<Mask> masks;
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bool contain_masks = false;
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void Clear();
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std::string Str();
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};
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```
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- **boxes**: Member variable that indicates the coordinates of all object boxes detected from an image.`boxes.size()` indicates the number of boxes, and each box is represented by 4 float values in the order xmin, ymin, xmax, ymax, i.e. the top left and bottom right coordinates.
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- **scores**: Member variable that indicates the confidence level of all objects detected from a single image, with the same number of elements as `boxes.size()`.
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- **label_ids**: Member variable that indicates all object classes detected from a single image, with the same number of elements as `boxes.size()`
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- **masks**: Member variable that indicates all cases of mask detected from a single image, with the same number of elements and shape size as `boxes`.
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- **contain_masks**: Member variable that indicates whether the detection result contains a mask, whose result is generally true for segmentation models.
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- **Clear()**: Member function that clears the results stored in a struct.
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- **Str()**: Member function that outputs the information in the struct as a string (for Debug)
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```c++
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fastdeploy::vision::Mask
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```
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```c++
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struct Mask {
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std::vector<int32_t> data;
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std::vector<int64_t> shape; // (H,W) ...
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void Clear();
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std::string Str();
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};
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```
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- **data**: Member variable that represents a detected mask
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- **shape**: Member variable that indicates the shape of the mask, e.g. (h,w)
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- **Clear()**: Member function that clears the results stored in a struct.
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- **Str()**: Member function that outputs the information in the struct as a string (for Debug)
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## Python Definition
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```python
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fastdeploy.vision.DetectionResult
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```
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- **boxes**(list of list(float)): Member variable that indicates the coordinates of all object boxes detected from an image. Boxes are a list, with each element being a 4-length list presented as a box with 4 float values for xmin, ymin, xmax, ymax, i.e. the top left and bottom right coordinates.
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- **scores**(list of float): Member variable that indicates the confidence level of all objects detected from a single image
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- **label_ids**(list of int): Member variable that indicates all object classes detected from a single image
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- **masks**: Member variable that indicates all cases of mask detected from a single image, with the same number of elements and shape size as `boxes`.
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- **contain_masks**: Member variable that indicates whether the detection result contains a mask, whose result is generally true for segmentation models.
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```python
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fastdeploy.vision.Mask
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```
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- **data**: Member variable that represents a detected mask
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- **shape**: Member variable that indicates the shape of the mask, e.g. (h,w)
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