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Reference for ultralytics/models/fastsam/model.py

Note

This file is available at https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/model.py. If you spot a problem please help fix it by contributing a Pull Request 🛠️. Thank you 🙏!



ultralytics.models.fastsam.model.FastSAM

Bases: Model

FastSAM model interface.

Example
from ultralytics import FastSAM

model = FastSAM('last.pt')
results = model.predict('ultralytics/assets/bus.jpg')
Source code in ultralytics/models/fastsam/model.py
class FastSAM(Model):
    """
    FastSAM model interface.

    Example:
        ```python
        from ultralytics import FastSAM

        model = FastSAM('last.pt')
        results = model.predict('ultralytics/assets/bus.jpg')
        ```
    """

    def __init__(self, model="FastSAM-x.pt"):
        """Call the __init__ method of the parent class (YOLO) with the updated default model."""
        if str(model) == "FastSAM.pt":
            model = "FastSAM-x.pt"
        assert Path(model).suffix not in {".yaml", ".yml"}, "FastSAM models only support pre-trained models."
        super().__init__(model=model, task="segment")

    @property
    def task_map(self):
        """Returns a dictionary mapping segment task to corresponding predictor and validator classes."""
        return {"segment": {"predictor": FastSAMPredictor, "validator": FastSAMValidator}}

task_map property

Returns a dictionary mapping segment task to corresponding predictor and validator classes.

__init__(model='FastSAM-x.pt')

Call the init method of the parent class (YOLO) with the updated default model.

Source code in ultralytics/models/fastsam/model.py
def __init__(self, model="FastSAM-x.pt"):
    """Call the __init__ method of the parent class (YOLO) with the updated default model."""
    if str(model) == "FastSAM.pt":
        model = "FastSAM-x.pt"
    assert Path(model).suffix not in {".yaml", ".yml"}, "FastSAM models only support pre-trained models."
    super().__init__(model=model, task="segment")





Created 2023-11-12, Updated 2023-11-25
Authors: glenn-jocher (3)