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