D4

Description

Applies one of the eight possible D4 dihedral group transformations to a square-shaped input,
        maintaining the square shape. These transformations correspond to the symmetries of a square,
        including rotations and reflections.

    The D4 group transformations include:
    - 'e' (identity): No transformation is applied.
    - 'r90' (rotation by 90 degrees counterclockwise)
    - 'r180' (rotation by 180 degrees)
    - 'r270' (rotation by 270 degrees counterclockwise)
    - 'v' (reflection across the vertical midline)
    - 'hvt' (reflection across the anti-diagonal)
    - 'h' (reflection across the horizontal midline)
    - 't' (reflection across the main diagonal)

    Even if the probability (`p`) of applying the transform is set to 1, the identity transformation
    'e' may still occur, which means the input will remain unchanged in one out of eight cases.

    Args:
        p (float): Probability of applying the transform. Default is 1, meaning the
                   transform is applied every time it is called.

    Targets:
        image, mask, bboxes, keypoints

    Image types:
        uint8, float32

    Note:
        This transform is particularly useful when augmenting data that does not have a clear orientation:
        - Top view satellite or drone imagery
        - Medical images

    

Parameters

• p: float (default: 1)

Targets

• Image
• Mask
• BBoxes
• Keypoints

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