tf.image.resize_image_with_crop_or_pad()

tf.image.resize_image_with_crop_or_pad(image, target_height, target_width) Crops and/or pads an image to a target width and height

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tf.image.random_flip_left_right()

tf.image.random_flip_left_right(image, seed=None) Randomly flip an image horizontally (left to right). With

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tf.image.resize_area()

tf.image.resize_area(images, size, align_corners=None, name=None) Resize images to size using area interpolation

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tf.image.grayscale_to_rgb()

tf.image.grayscale_to_rgb(images, name=None) Converts one or more images from Grayscale to RGB. Outputs

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tf.image.decode_png()

tf.image.decode_png(contents, channels=None, dtype=None, name=None) Decode a PNG-encoded image to a uint8 or uint16 tensor.

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tf.image.per_image_whitening()

tf.image.per_image_whitening(image) Linearly scales image to have zero mean and unit norm. This

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tf.image.central_crop()

tf.image.central_crop(image, central_fraction) Crop the central region of the image. Remove the

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tf.image.encode_png()

tf.image.encode_png(image, compression=None, name=None) PNG-encode an image. image

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tf.image.extract_glimpse()

tf.image.extract_glimpse(input, size, offsets, centered=None, normalized=None, uniform_noise=None, name=None) Extracts a glimpse

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tf.image.rgb_to_hsv()

tf.image.rgb_to_hsv(images, name=None) Converts one or more images from RGB to HSV. Outputs a

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