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ultralytics/docs/reference/nn/tasks.md

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description
Learn how to work with Ultralytics YOLO Detection, Segmentation & Classification Models, load weights and parse models in PyTorch.

BaseModel

:::ultralytics.nn.tasks.BaseModel

DetectionModel

:::ultralytics.nn.tasks.DetectionModel

SegmentationModel

:::ultralytics.nn.tasks.SegmentationModel

PoseModel

:::ultralytics.nn.tasks.PoseModel

ClassificationModel

:::ultralytics.nn.tasks.ClassificationModel

Ensemble

:::ultralytics.nn.tasks.Ensemble

torch_safe_load

:::ultralytics.nn.tasks.torch_safe_load

attempt_load_weights

:::ultralytics.nn.tasks.attempt_load_weights

attempt_load_one_weight

:::ultralytics.nn.tasks.attempt_load_one_weight

parse_model

:::ultralytics.nn.tasks.parse_model

yaml_model_load

:::ultralytics.nn.tasks.yaml_model_load

guess_model_scale

:::ultralytics.nn.tasks.guess_model_scale

guess_model_task

:::ultralytics.nn.tasks.guess_model_task