tfm.vision.augment.ImageAugment
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Image augmentation class for applying image distortions.
Methods
distort
View source
distort(
image: tf.Tensor
) -> tf.Tensor
Given an image tensor, returns a distorted image with the same shape.
Expect the image tensor values are in the range [0, 255].
Args |
image
|
Tensor of shape [height, width, 3] or
[num_frames, height, width, 3] representing an image or image sequence.
|
Returns |
The augmented version of image .
|
distort_with_boxes
View source
distort_with_boxes(
image: tf.Tensor, bboxes: tf.Tensor
) -> Tuple[tf.Tensor, tf.Tensor]
Distorts the image and bounding boxes.
Expect the image tensor values are in the range [0, 255].
Args |
image
|
Tensor of shape [height, width, 3] or
[num_frames, height, width, 3] representing an image or image sequence.
|
bboxes
|
Tensor of shape [num_boxes, 4] or [num_frames, num_boxes, 4]
representing bounding boxes for an image or image sequence.
|
Returns |
The augmented version of image and bboxes .
|
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Last updated 2024-02-02 UTC.
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