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IYolov11DetModel 类

Abstract base implementation of YOLOv11 model for object detection YOLOv11目标检测模型的抽象基类实现

Definition

命名空间: DeploySharp.Model
程序集: DeploySharp (在 DeploySharp.dll 中) 版本:0.0.4+6e8a2e904469617cd59619d666c0e272985c0e33
C#
public abstract class IYolov11DetModel : IYolov8DetModel
Inheritance
Object    IModel    IYolov8DetModel    IYolov11DetModel
Derived

备注

Provides standard YOLOv11 detection pipeline including: 提供标准YOLOv11检测流程,包括: - Input preprocessing 输入预处理 - Output decoding 输出解码 - Confidence filtering 置信度过滤 - Non-Maximum Suppression 非极大值抑制

Inherits from base IModel interface and implements YOLOv11-specific processing 继承自基础IYolov8DetModel接口并实现YOLOv11特定处理

构造函数

IYolov11DetModel Initializes a new instance of YOLOv11 detector 初始化YOLOv11检测器的新实例

属性

ModelInferenceProfiler Performance profiler recording timing metrics 记录时间指标的性能分析器
(继承自 IModel。)

方法

Dispose Releases model resources 释放模型资源
(继承自 IModel。)
EqualsDetermines whether the specified object is equal to the current object.
(继承自 Object。)
FinalizeAllows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(继承自 Object。)
GetHashCodeServes as the default hash function.
(继承自 Object。)
GetTypeGets the Type of the current instance.
(继承自 Object。)
MemberwiseCloneCreates a shallow copy of the current Object.
(继承自 Object。)
Postprocess Post-processes raw model output to extract detection results 对原始模型输出进行后处理以提取检测结果
(继承自 IYolov8DetModel。)
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 objects in input image and returns detection results 预测输入图像中的目标并返回检测结果
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。)
ToStringReturns a string that represents the current object.
(继承自 Object。)

字段

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。)

参见