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from ultralytics.models.yolo.detect import DetectionTrainer | |
from .val import YOLOv10DetectionValidator | |
from .model import YOLOv10DetectionModel | |
from copy import copy | |
from ultralytics.utils import RANK | |
class YOLOv10DetectionTrainer(DetectionTrainer): | |
def get_validator(self): | |
"""Returns a DetectionValidator for YOLO model validation.""" | |
self.loss_names = "box_om", "cls_om", "dfl_om", "box_oo", "cls_oo", "dfl_oo", | |
return YOLOv10DetectionValidator( | |
self.test_loader, save_dir=self.save_dir, args=copy(self.args), _callbacks=self.callbacks | |
) | |
def get_model(self, cfg=None, weights=None, verbose=True): | |
"""Return a YOLO detection model.""" | |
model = YOLOv10DetectionModel(cfg, nc=self.data["nc"], verbose=verbose and RANK == -1) | |
if weights: | |
model.load(weights) | |
return model | |