# Ultralytics YOLO 🚀, AGPL-3.0 license from ultralytics.engine.model import Model from ultralytics.models import yolo from ultralytics.nn.tasks import ClassificationModel, DetectionModel, OBBModel, PoseModel, SegmentationModel class YOLO(Model): """YOLO (You Only Look Once) object detection model.""" @property def task_map(self): """Map head to model, trainer, validator, and predictor classes.""" return { "classify": { "model": ClassificationModel, "trainer": yolo.classify.ClassificationTrainer, "validator": yolo.classify.ClassificationValidator, "predictor": yolo.classify.ClassificationPredictor, }, "detect": { "model": DetectionModel, "trainer": yolo.detect.DetectionTrainer, "validator": yolo.detect.DetectionValidator, "predictor": yolo.detect.DetectionPredictor, }, "segment": { "model": SegmentationModel, "trainer": yolo.segment.SegmentationTrainer, "validator": yolo.segment.SegmentationValidator, "predictor": yolo.segment.SegmentationPredictor, }, "pose": { "model": PoseModel, "trainer": yolo.pose.PoseTrainer, "validator": yolo.pose.PoseValidator, "predictor": yolo.pose.PosePredictor, }, "obb": { "model": OBBModel, "trainer": yolo.obb.OBBTrainer, "validator": yolo.obb.OBBValidator, "predictor": yolo.obb.OBBPredictor, }, }