tf.keras.layers.experimental.preprocessing.RandomFlip

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Randomly flip each image horizontally and vertically.

Inherits From: Layer

Used in the notebooks

Used in the guide

This layer will flip the images based on the mode attribute. During inference time, the output will be identical to input. Call the layer with training=True to flip the input.

Input shape:

4D tensor with shape: (samples, height, width, channels), data_format='channels_last'.

Output shape:

4D tensor with shape: (samples, height, width, channels), data_format='channels_last'.

mode String indicating which flip mode to use. Can be "horizontal", "vertical", or "horizontal_and_vertical". Defaults to "horizontal_and_vertical". "horizontal" is a left-right flip and "vertical" is a top-bottom flip.
seed Integer. Used to create a random seed.
name A string, the name of the layer.