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Fix v8_transforms docstring example (#17630)

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Mohammed Yasin 2024-11-19 18:53:39 +08:00 • committed by GitHub
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ultralytics/data/augment.py
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@ -2280,7 +2280,7 @@ def v8_transforms(dataset, imgsz, hyp, stretch=False):
Args:
dataset (Dataset): The dataset object containing image data and annotations.
imgsz (int): The target image size for resizing.
hyp (Dict): A dictionary of hyperparameters controlling various aspects of the transformations.
hyp (Namespace): A dictionary of hyperparameters controlling various aspects of the transformations.
stretch (bool): If True, applies stretching to the image. If False, uses LetterBox resizing.
Returns:
@ -2288,8 +2288,9 @@ def v8_transforms(dataset, imgsz, hyp, stretch=False):
Examples:
>>> from ultralytics.data.dataset import YOLODataset
>>> from ultralytics.utils import IterableSimpleNamespace
>>> dataset = YOLODataset(img_path="path/to/images", imgsz=640)
>>> hyp = {"mosaic": 1.0, "copy_paste": 0.5, "degrees": 10.0, "translate": 0.2, "scale": 0.9}
>>> hyp = IterableSimpleNamespace(mosaic=1.0, copy_paste=0.5, degrees=10.0, translate=0.2, scale=0.9)
>>> transforms = v8_transforms(dataset, imgsz=640, hyp=hyp)
>>> augmented_data = transforms(dataset[0])
"""