public abstract class IYolov11PoseModel : IYolov8PoseModelSpecialized for detecting human poses with keypoints in addition to bounding boxes. 专门用于检测带有关键点的人类姿态。
Key features: 主要特性: - Jointly predicts bounding boxes and human keypoints 联合预测边界框和人体关键点 - Processes 17/21 standard human pose keypoints (configurable) 处理17/21个标准人体姿态关键点(可配置) - Simultaneous confidence filtering for boxes and keypoints 同时对框和关键点进行置信度过滤
Output format explanation: 输出格式说明: Each prediction contains: 每个预测包含: [cx,cy,w,h,conf, kpx1,kpy1,kpconf1, ..., kpxN,kpyN,kpconfN]
| IYolov11PoseModel | Initializes a new instance of YOLOv11 Pose detector 初始化YOLOv11姿态检测器的新实例 |
| ModelInferenceProfiler |
Performance profiler recording timing metrics
记录时间指标的性能分析器
(继承自 IModel。) |
| Dispose |
Releases model resources
释放模型资源
(继承自 IModel。) |
| Equals | Determines whether the specified object is equal to the current object. (继承自 Object。) |
| Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (继承自 Object。) |
| GetHashCode | Serves as the default hash function. (继承自 Object。) |
| GetType | Gets the Type of the current instance. (继承自 Object。) |
| MemberwiseClone | Creates a shallow copy of the current Object. (继承自 Object。) |
| Postprocess |
Post-processes raw model output to extract pose estimation results
对原始模型输出进行后处理以提取姿态估计结果
(继承自 IYolov8PoseModel。) |
| Predict(ListObject) |
Performs batch prediction on multiple inputs
对多个输入执行批量预测
(继承自 IModel。) |
| Predict(Object) | Predicts human poses in input image and returns keypoint results 预测输入图像中的人体姿态并返回关键点结果 |
| PredictAsync |
Asynchronously performs prediction on single input
异步执行单个输入预测
(继承自 IModel。) |
| Preprocess |
Abstract method for input preprocessing
输入预处理的抽象方法
(继承自 IModel。) |
| ToString | Returns a string that represents the current object. (继承自 Object。) |
| config |
Model configuration parameters
模型配置参数
(继承自 IModel。) |
| engine |
Inference engine instance
推理引擎实例
(继承自 IModel。) |
| predictorTimer |
Timer measuring different prediction phases
测量不同预测阶段的计时器
(继承自 IModel。) |