Enum YoloLabelKind
Enumerates the kinds of labels used in YOLOv8 object detection. YOLO, an acronym for 'You Only Look Once', is a real-time object detection system that identifies objects in images and videos. YOLOv8 refers to the eighth version of this system. This enum distinguishes between generic labels and instance segmentation labels.
Namespace: EyeAuras.OpenCVAuras.ML.Yolo
Assembly: EyeAuras.OpenCVAuras.Shared.dll
Syntax
public enum YoloLabelKindFields
| Name | Description |
|---|---|
| Generic | Represents a generic label used in YOLOv8. Generic labels categorize objects into predefined classes without differentiating individual instances of the same class. For example, multiple cars in an image would all be labeled as 'car' without distinguishing between each car. |
| InstanceSeg | Represents an instance segmentation label used in YOLOv8. Instance segmentation goes beyond generic labeling by not only categorizing objects but also differentiating each instance of the same class. For instance, each car in an image would be uniquely identified and segmented from the others, allowing for more detailed analysis and processing of images. |