ultralytics_yolo library

Classes

Point: Represents a point in 2D space.
YOLO: YOLO (You Only Look Once) is a class that provides machine learning inference capabilities for object detection, segmentation, classification, pose estimation, and oriented bounding box detection.
YOLODetectionResults: Represents a collection of detection results from YOLO models.
YOLOInstanceManager: Manages multiple YOLO instances with unique IDs
YOLOResult: Represents a detection result from YOLO models.
YOLOStreamingConfig: Configuration class for customizing YOLO streaming behavior.
YOLOView: A Flutter widget that displays a real-time camera preview with YOLO object detection.
YOLOViewController: Controller for interacting with a YOLOView widget.
YOLOViewState: State for the YOLOView widget.

YOLOTask: Represents the different types of tasks that can be performed by YOLO models.

InferenceException: Exception thrown when an error occurs during model inference.
InvalidInputException: Exception thrown when invalid input is provided to YOLO methods.
ModelLoadingException: Exception thrown when a model fails to load.
ModelNotLoadedException: Exception thrown when attempting to perform inference without loading a model.
YOLOException: Base exception class for all YOLO-related exceptions.