PixelDropout

Description

Set pixels to 0 with some probability.

    Args:
        dropout_prob (float): pixel drop probability. Default: 0.01
        per_channel (bool): if set to `True` drop mask will be sampled for each channel,
            otherwise the same mask will be sampled for all channels. Default: False
        drop_value (number or sequence of numbers or None): Value that will be set in dropped place.
            If set to None value will be sampled randomly, default ranges will be used:
                - uint8 - [0, 255]
                - uint16 - [0, 65535]
                - uint32 - [0, 4294967295]
                - float, double - [0, 1]
            Default: 0
        mask_drop_value (number or sequence of numbers or None): Value that will be set in dropped place in masks.
            If set to None masks will be unchanged. Default: 0
        p (float): probability of applying the transform. Default: 0.5.

    Targets:
        image, mask
    Image types:
        any

    

Parameters

• p: float (default: 0.5)
• dropout_prob: float (default: 0.01)
• per_channel: bool (default: false)
• drop_value: float | tuple[float, float] | None (default: 0)
• mask_drop_value: float | tuple[float, float] | None (default: null)

Targets

• Image
• Mask

Try it out