public abstract class IYolov8ObbModel : IModelSpecialized for detecting objects with oriented bounding boxes (rotated rectangles). 专门用于检测带旋转边框(旋转矩形)的目标。
Handles angle-aware detection results from YOLOv8 OBB models. 处理来自YOLOv8旋转框模型的带角度检测结果。
Key features: 主要特性: - Angle-aware bounding box processing 带角度的边界框处理 - Parallel confidence filtering 并行置信度过滤 - Rotated rect coordinate adjustment 旋转矩形坐标调整
| IYolov8ObbModel | Initializes a new instance of YOLOv8 OBB detector 初始化YOLOv8旋转框检测器的新实例 |
| 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 oriented bounding box results
对原始模型输出进行后处理以提取旋转框结果
(重写 IModelPostprocess(DataTensor, ImageAdjustmentParam)) |
| 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 oriented bounding box results 预测输入图像中的目标并返回旋转框结果 |
| 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。) |