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ChannelDropout augmentation (augmentations.dropout.channel_dropout)

class albumentations.augmentations.dropout.channel_dropout.ChannelDropout (channel_drop_range=(1, 1), fill_value=0, always_apply=False, p=0.5) [view source on GitHub]

Randomly Drop Channels in the input Image.

Parameters:

Name Type Description
channel_drop_range [int, int]

range from which we choose the number of channels to drop.

fill_value int, float

pixel value for the dropped channel.

p float

probability of applying the transform. Default: 0.5.

Targets: image

Image types: uint8, uint16, unit32, float32