tfm.vision.preprocess_ops.random_horizontal_flip_with_roi

Randomly flips input image and bounding boxes horizontally.

tfm.vision.preprocess_ops.random_horizontal_flip_with_roi(
    image: tf.Tensor,
    boxes: Optional[tf.Tensor] = None,
    masks: Optional[tf.Tensor] = None,
    roi_boxes: Optional[tf.Tensor] = None,
    seed: int = 1
) -> Tuple[tf.Tensor, Optional[tf.Tensor], Optional[tf.Tensor], Optional[tf.Tensor]]

Extends preprocess_ops.random_horizontal_flip to also flip roi_boxes used by ViLD.

Args
`image`	`tf.Tensor`, the image to apply the random flip.
`boxes`	`tf.Tensor` or `None`, boxes corresponding to the image.
`masks`	`tf.Tensor` or `None`, masks corresponding to the image.
`roi_boxes`	`tf.Tensor` or `None`, RoIs corresponding to the image.
`seed`	Seed for Tensorflow's random number generator.

Returns
`image`	`tf.Tensor`, flipped image.
`boxes`	`tf.Tensor` or `None`, flipped boxes corresponding to the image.
`masks`	`tf.Tensor` or `None`, flipped masks corresponding to the image.
`roi_boxes`	`tf.Tensor` or `None`, flipped RoIs corresponding to the image.

tfm.vision.preprocess_ops.random_horizontal_flip_with_roi

Args

Returns