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description: >-
  Dive into the intricacies of YOLO tasks.py. Learn about DetectionModel,
  PoseModel and more for powerful AI development.
keywords: >-
  Ultralytics, YOLO, nn tasks, DetectionModel, PoseModel, RTDETRDetectionModel,
  model weights, parse model, AI development

Reference for ultralytics/nn/tasks.py

!!! note

This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/tasks.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/tasks.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/nn/tasks.py) 🛠️. Thank you 🙏!

::: ultralytics.nn.tasks.BaseModel




::: ultralytics.nn.tasks.DetectionModel




::: ultralytics.nn.tasks.OBBModel




::: ultralytics.nn.tasks.SegmentationModel




::: ultralytics.nn.tasks.PoseModel




::: ultralytics.nn.tasks.ClassificationModel




::: ultralytics.nn.tasks.RTDETRDetectionModel




::: ultralytics.nn.tasks.WorldModel




::: ultralytics.nn.tasks.Ensemble




::: ultralytics.nn.tasks.SafeClass




::: ultralytics.nn.tasks.SafeUnpickler




::: ultralytics.nn.tasks.temporary_modules




::: ultralytics.nn.tasks.torch_safe_load




::: ultralytics.nn.tasks.attempt_load_weights




::: ultralytics.nn.tasks.attempt_load_one_weight




::: ultralytics.nn.tasks.parse_model




::: ultralytics.nn.tasks.yaml_model_load




::: ultralytics.nn.tasks.guess_model_scale




::: ultralytics.nn.tasks.guess_model_task