doc_content stringlengths 1 386k | doc_id stringlengths 5 188 |
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tf.identity View source on GitHub Return a Tensor with the same shape and contents as input. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.identity
tf.identity(
input, name=None
)
The return value is not the same Tensor as the original, but contains the sa... | tensorflow.identity |
tf.identity_n Returns a list of tensors with the same shapes and contents as the input View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.identity_n
tf.identity_n(
input, name=None
)
tensors. This op can be used to override the gradient for complicated functions. For ... | tensorflow.identity_n |
Module: tf.image Image ops. The tf.image module contains various functions for image processing and decoding-encoding Ops. Many of the encoding/decoding functions are also available in the core tf.io module. Image processing Resizing The resizing Ops accept input images as tensors of several types. They always output r... | tensorflow.image |
tf.image.adjust_brightness View source on GitHub Adjust the brightness of RGB or Grayscale images. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.adjust_brightness
tf.image.adjust_brightness(
image, delta
)
This is a convenience method that converts R... | tensorflow.image.adjust_brightness |
tf.image.adjust_contrast View source on GitHub Adjust contrast of RGB or grayscale images. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.adjust_contrast
tf.image.adjust_contrast(
images, contrast_factor
)
This is a convenience method that converts RG... | tensorflow.image.adjust_contrast |
tf.image.adjust_gamma View source on GitHub Performs Gamma Correction. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.adjust_gamma
tf.image.adjust_gamma(
image, gamma=1, gain=1
)
on the input image. Also known as Power Law Transform. This function con... | tensorflow.image.adjust_gamma |
tf.image.adjust_hue View source on GitHub Adjust hue of RGB images. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.adjust_hue
tf.image.adjust_hue(
image, delta, name=None
)
This is a convenience method that converts an RGB image to float representatio... | tensorflow.image.adjust_hue |
tf.image.adjust_jpeg_quality View source on GitHub Adjust jpeg encoding quality of an image. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.adjust_jpeg_quality
tf.image.adjust_jpeg_quality(
image, jpeg_quality, name=None
)
This is a convenience method... | tensorflow.image.adjust_jpeg_quality |
tf.image.adjust_saturation View source on GitHub Adjust saturation of RGB images. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.adjust_saturation
tf.image.adjust_saturation(
image, saturation_factor, name=None
)
This is a convenience method that conv... | tensorflow.image.adjust_saturation |
tf.image.central_crop View source on GitHub Crop the central region of the image(s). View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.central_crop
tf.image.central_crop(
image, central_fraction
)
Remove the outer parts of an image but retain the central... | tensorflow.image.central_crop |
tf.image.combined_non_max_suppression View source on GitHub Greedily selects a subset of bounding boxes in descending order of score. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.combined_non_max_suppression
tf.image.combined_non_max_suppression(
box... | tensorflow.image.combined_non_max_suppression |
tf.image.convert_image_dtype View source on GitHub Convert image to dtype, scaling its values if needed. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.convert_image_dtype
tf.image.convert_image_dtype(
image, dtype, saturate=False, name=None
)
Images ... | tensorflow.image.convert_image_dtype |
tf.image.crop_and_resize View source on GitHub Extracts crops from the input image tensor and resizes them.
tf.image.crop_and_resize(
image, boxes, box_indices, crop_size, method='bilinear',
extrapolation_value=0, name=None
)
Extracts crops from the input image tensor and resizes them using bilinear sa... | tensorflow.image.crop_and_resize |
tf.image.crop_to_bounding_box View source on GitHub Crops an image to a specified bounding box. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.crop_to_bounding_box
tf.image.crop_to_bounding_box(
image, offset_height, offset_width, target_height, target... | tensorflow.image.crop_to_bounding_box |
tf.image.draw_bounding_boxes View source on GitHub Draw bounding boxes on a batch of images.
tf.image.draw_bounding_boxes(
images, boxes, colors, name=None
)
Outputs a copy of images but draws on top of the pixels zero or more bounding boxes specified by the locations in boxes. The coordinates of the each ... | tensorflow.image.draw_bounding_boxes |
tf.image.extract_glimpse View source on GitHub Extracts a glimpse from the input tensor.
tf.image.extract_glimpse(
input, size, offsets, centered=True, normalized=True, noise='uniform',
name=None
)
Returns a set of windows called glimpses extracted at location offsets from the input tensor. If the wind... | tensorflow.image.extract_glimpse |
tf.image.extract_patches View source on GitHub Extract patches from images. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.extract_patches
tf.image.extract_patches(
images, sizes, strides, rates, padding, name=None
)
This op collects patches from the ... | tensorflow.image.extract_patches |
tf.image.flip_left_right View source on GitHub Flip an image horizontally (left to right). View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.flip_left_right
tf.image.flip_left_right(
image
)
Outputs the contents of image flipped along the width dimension... | tensorflow.image.flip_left_right |
tf.image.flip_up_down View source on GitHub Flip an image vertically (upside down). View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.flip_up_down
tf.image.flip_up_down(
image
)
Outputs the contents of image flipped along the height dimension. See also r... | tensorflow.image.flip_up_down |
tf.image.generate_bounding_box_proposals Generate bounding box proposals from encoded bounding boxes. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.generate_bounding_box_proposals
tf.image.generate_bounding_box_proposals(
scores, bbox_deltas, image_info, anc... | tensorflow.image.generate_bounding_box_proposals |
tf.image.grayscale_to_rgb View source on GitHub Converts one or more images from Grayscale to RGB. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.grayscale_to_rgb
tf.image.grayscale_to_rgb(
images, name=None
)
Outputs a tensor of the same DType and ra... | tensorflow.image.grayscale_to_rgb |
tf.image.hsv_to_rgb Convert one or more images from HSV to RGB. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.hsv_to_rgb
tf.image.hsv_to_rgb(
images, name=None
)
Outputs a tensor of the same shape as the images tensor, containing the RGB value of the pixels... | tensorflow.image.hsv_to_rgb |
tf.image.image_gradients View source on GitHub Returns image gradients (dy, dx) for each color channel. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.image_gradients
tf.image.image_gradients(
image
)
Both output tensors have the same shape as the inp... | tensorflow.image.image_gradients |
tf.image.non_max_suppression View source on GitHub Greedily selects a subset of bounding boxes in descending order of score. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.non_max_suppression
tf.image.non_max_suppression(
boxes, scores, max_output_size... | tensorflow.image.non_max_suppression |
tf.image.non_max_suppression_overlaps View source on GitHub Greedily selects a subset of bounding boxes in descending order of score. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.non_max_suppression_overlaps
tf.image.non_max_suppression_overlaps(
ove... | tensorflow.image.non_max_suppression_overlaps |
tf.image.non_max_suppression_padded View source on GitHub Greedily selects a subset of bounding boxes in descending order of score. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.non_max_suppression_padded
tf.image.non_max_suppression_padded(
boxes, sc... | tensorflow.image.non_max_suppression_padded |
tf.image.non_max_suppression_with_scores View source on GitHub Greedily selects a subset of bounding boxes in descending order of score. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.non_max_suppression_with_scores
tf.image.non_max_suppression_with_scores... | tensorflow.image.non_max_suppression_with_scores |
tf.image.pad_to_bounding_box View source on GitHub Pad image with zeros to the specified height and width. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.pad_to_bounding_box
tf.image.pad_to_bounding_box(
image, offset_height, offset_width, target_heigh... | tensorflow.image.pad_to_bounding_box |
tf.image.per_image_standardization View source on GitHub Linearly scales each image in image to have mean 0 and variance 1. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.per_image_standardization
tf.image.per_image_standardization(
image
)
For each 3... | tensorflow.image.per_image_standardization |
tf.image.psnr View source on GitHub Returns the Peak Signal-to-Noise Ratio between a and b. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.psnr
tf.image.psnr(
a, b, max_val, name=None
)
This is intended to be used on signals (or images). Produces a PS... | tensorflow.image.psnr |
tf.image.random_brightness View source on GitHub Adjust the brightness of images by a random factor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.random_brightness
tf.image.random_brightness(
image, max_delta, seed=None
)
Equivalent to adjust_bright... | tensorflow.image.random_brightness |
tf.image.random_contrast View source on GitHub Adjust the contrast of an image or images by a random factor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.random_contrast
tf.image.random_contrast(
image, lower, upper, seed=None
)
Equivalent to adjust... | tensorflow.image.random_contrast |
tf.image.random_crop View source on GitHub Randomly crops a tensor to a given size. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.random_crop, tf.compat.v1.random_crop
tf.image.random_crop(
value, size, seed=None, name=None
)
Slices a shape size port... | tensorflow.image.random_crop |
tf.image.random_flip_left_right View source on GitHub Randomly flip an image horizontally (left to right). View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.random_flip_left_right
tf.image.random_flip_left_right(
image, seed=None
)
With a 1 in 2 chance, ... | tensorflow.image.random_flip_left_right |
tf.image.random_flip_up_down View source on GitHub Randomly flips an image vertically (upside down). View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.random_flip_up_down
tf.image.random_flip_up_down(
image, seed=None
)
With a 1 in 2 chance, outputs the ... | tensorflow.image.random_flip_up_down |
tf.image.random_hue View source on GitHub Adjust the hue of RGB images by a random factor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.random_hue
tf.image.random_hue(
image, max_delta, seed=None
)
Equivalent to adjust_hue() but uses a delta randoml... | tensorflow.image.random_hue |
tf.image.random_jpeg_quality View source on GitHub Randomly changes jpeg encoding quality for inducing jpeg noise. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.random_jpeg_quality
tf.image.random_jpeg_quality(
image, min_jpeg_quality, max_jpeg_qualit... | tensorflow.image.random_jpeg_quality |
tf.image.random_saturation View source on GitHub Adjust the saturation of RGB images by a random factor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.random_saturation
tf.image.random_saturation(
image, lower, upper, seed=None
)
Equivalent to adjust... | tensorflow.image.random_saturation |
tf.image.resize Resize images to size using the specified method.
tf.image.resize(
images, size, method=ResizeMethod.BILINEAR, preserve_aspect_ratio=False,
antialias=False, name=None
)
Resized images will be distorted if their original aspect ratio is not the same as size. To avoid distortions see tf.image.re... | tensorflow.image.resize |
tf.image.ResizeMethod View source on GitHub See tf.image.resize for details.
Class Variables
AREA 'area'
BICUBIC 'bicubic'
BILINEAR 'bilinear'
GAUSSIAN 'gaussian'
LANCZOS3 'lanczos3'
LANCZOS5 'lanczos5'
MITCHELLCUBIC 'mitchellcubic'
NEAREST_NEIGHBOR 'nearest' | tensorflow.image.resizemethod |
tf.image.resize_with_crop_or_pad View source on GitHub Crops and/or pads an image to a target width and height. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.resize_image_with_crop_or_pad, tf.compat.v1.image.resize_with_crop_or_pad
tf.image.resize_with_cr... | tensorflow.image.resize_with_crop_or_pad |
tf.image.resize_with_pad Resizes and pads an image to a target width and height.
tf.image.resize_with_pad(
image, target_height, target_width, method=ResizeMethod.BILINEAR,
antialias=False
)
Resizes an image to a target width and height by keeping the aspect ratio the same without distortion. If the target di... | tensorflow.image.resize_with_pad |
tf.image.rgb_to_grayscale View source on GitHub Converts one or more images from RGB to Grayscale. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.rgb_to_grayscale
tf.image.rgb_to_grayscale(
images, name=None
)
Outputs a tensor of the same DType and ra... | tensorflow.image.rgb_to_grayscale |
tf.image.rgb_to_hsv Converts one or more images from RGB to HSV. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.rgb_to_hsv
tf.image.rgb_to_hsv(
images, name=None
)
Outputs a tensor of the same shape as the images tensor, containing the HSV value of the pixel... | tensorflow.image.rgb_to_hsv |
tf.image.rgb_to_yiq View source on GitHub Converts one or more images from RGB to YIQ. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.rgb_to_yiq
tf.image.rgb_to_yiq(
images
)
Outputs a tensor of the same shape as the images tensor, containing the YIQ ... | tensorflow.image.rgb_to_yiq |
tf.image.rgb_to_yuv View source on GitHub Converts one or more images from RGB to YUV. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.rgb_to_yuv
tf.image.rgb_to_yuv(
images
)
Outputs a tensor of the same shape as the images tensor, containing the YUV ... | tensorflow.image.rgb_to_yuv |
tf.image.rot90 View source on GitHub Rotate image(s) counter-clockwise by 90 degrees. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.rot90
tf.image.rot90(
image, k=1, name=None
)
For example:
a=tf.constant([[[1],[2]],
[[3],[4]]])
# rot... | tensorflow.image.rot90 |
tf.image.sample_distorted_bounding_box View source on GitHub Generate a single randomly distorted bounding box for an image.
tf.image.sample_distorted_bounding_box(
image_size, bounding_boxes, seed=0, min_object_covered=0.1,
aspect_ratio_range=None, area_range=None, max_attempts=None,
use_image_if_n... | tensorflow.image.sample_distorted_bounding_box |
tf.image.sobel_edges View source on GitHub Returns a tensor holding Sobel edge maps. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.sobel_edges
tf.image.sobel_edges(
image
)
Arguments
image Image tensor with shape [batch_size, h, w, d] and ty... | tensorflow.image.sobel_edges |
tf.image.ssim View source on GitHub Computes SSIM index between img1 and img2. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.ssim
tf.image.ssim(
img1, img2, max_val, filter_size=11, filter_sigma=1.5, k1=0.01, k2=0.03
)
This function is based on the s... | tensorflow.image.ssim |
tf.image.ssim_multiscale View source on GitHub Computes the MS-SSIM between img1 and img2. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.ssim_multiscale
tf.image.ssim_multiscale(
img1, img2, max_val, power_factors=_MSSSIM_WEIGHTS, filter_size=11,
... | tensorflow.image.ssim_multiscale |
tf.image.stateless_random_brightness Adjust the brightness of images by a random factor deterministically.
tf.image.stateless_random_brightness(
image, max_delta, seed
)
Equivalent to adjust_brightness() using a delta randomly picked in the interval [-max_delta, max_delta). Guarantees the same results given the s... | tensorflow.image.stateless_random_brightness |
tf.image.stateless_random_contrast Adjust the contrast of images by a random factor deterministically.
tf.image.stateless_random_contrast(
image, lower, upper, seed
)
Guarantees the same results given the same seed independent of how many times the function is called, and independent of global seed settings (e.g.... | tensorflow.image.stateless_random_contrast |
tf.image.stateless_random_crop Randomly crops a tensor to a given size in a deterministic manner.
tf.image.stateless_random_crop(
value, size, seed, name=None
)
Slices a shape size portion out of value at a uniformly chosen offset. Requires value.shape >= size. If a dimension should not be cropped, pass the full ... | tensorflow.image.stateless_random_crop |
tf.image.stateless_random_flip_left_right Randomly flip an image horizontally (left to right) deterministically.
tf.image.stateless_random_flip_left_right(
image, seed
)
Guarantees the same results given the same seed independent of how many times the function is called, and independent of global seed settings (e... | tensorflow.image.stateless_random_flip_left_right |
tf.image.stateless_random_flip_up_down Randomly flip an image vertically (upside down) deterministically.
tf.image.stateless_random_flip_up_down(
image, seed
)
Guarantees the same results given the same seed independent of how many times the function is called, and independent of global seed settings (e.g. tf.ran... | tensorflow.image.stateless_random_flip_up_down |
tf.image.stateless_random_hue Adjust the hue of RGB images by a random factor deterministically.
tf.image.stateless_random_hue(
image, max_delta, seed
)
Equivalent to adjust_hue() but uses a delta randomly picked in the interval [-max_delta, max_delta). Guarantees the same results given the same seed independent ... | tensorflow.image.stateless_random_hue |
tf.image.stateless_random_jpeg_quality Deterministically radomize jpeg encoding quality for inducing jpeg noise.
tf.image.stateless_random_jpeg_quality(
image, min_jpeg_quality, max_jpeg_quality, seed
)
Guarantees the same results given the same seed independent of how many times the function is called, and indep... | tensorflow.image.stateless_random_jpeg_quality |
tf.image.stateless_random_saturation Adjust the saturation of RGB images by a random factor deterministically.
tf.image.stateless_random_saturation(
image, lower, upper, seed=None
)
Equivalent to adjust_saturation() but uses a saturation_factor randomly picked in the interval [lower, upper). Guarantees the same r... | tensorflow.image.stateless_random_saturation |
tf.image.stateless_sample_distorted_bounding_box Generate a randomly distorted bounding box for an image deterministically.
tf.image.stateless_sample_distorted_bounding_box(
image_size, bounding_boxes, seed, min_object_covered=0.1,
aspect_ratio_range=None, area_range=None, max_attempts=None,
use_image_if_n... | tensorflow.image.stateless_sample_distorted_bounding_box |
tf.image.total_variation View source on GitHub Calculate and return the total variation for one or more images. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.total_variation
tf.image.total_variation(
images, name=None
)
The total variation is the sum... | tensorflow.image.total_variation |
tf.image.transpose View source on GitHub Transpose image(s) by swapping the height and width dimension. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.transpose, tf.compat.v1.image.transpose_image
tf.image.transpose(
image, name=None
)
Usage Example: ... | tensorflow.image.transpose |
tf.image.yiq_to_rgb View source on GitHub Converts one or more images from YIQ to RGB. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.yiq_to_rgb
tf.image.yiq_to_rgb(
images
)
Outputs a tensor of the same shape as the images tensor, containing the RGB ... | tensorflow.image.yiq_to_rgb |
tf.image.yuv_to_rgb View source on GitHub Converts one or more images from YUV to RGB. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.image.yuv_to_rgb
tf.image.yuv_to_rgb(
images
)
Outputs a tensor of the same shape as the images tensor, containing the RGB ... | tensorflow.image.yuv_to_rgb |
tf.IndexedSlices View source on GitHub A sparse representation of a set of tensor slices at given indices. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.IndexedSlices
tf.IndexedSlices(
values, indices, dense_shape=None
)
This class is a simple wrapper for ... | tensorflow.indexedslices |
tf.IndexedSlicesSpec View source on GitHub Type specification for a tf.IndexedSlices. Inherits From: TypeSpec View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.IndexedSlicesSpec
tf.IndexedSlicesSpec(
shape=None, dtype=tf.dtypes.float32, indices_dtype=tf.dtypes.... | tensorflow.indexedslicesspec |
tf.init_scope View source on GitHub A context manager that lifts ops out of control-flow scopes and function-building graphs. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.init_scope
@tf_contextlib.contextmanager
tf.init_scope()
There is often a need to lift v... | tensorflow.init_scope |
tf.inside_function Indicates whether the caller code is executing inside a tf.function.
tf.inside_function()
Returns Boolean, True if the caller code is executing inside a tf.function rather than eagerly.
Example:
tf.inside_function()
False
@tf.function
def f():
print(tf.inside_function())
f()
True | tensorflow.inside_function |
Module: tf.io Public API for tf.io namespace. Modules gfile module: Public API for tf.io.gfile namespace. Classes class FixedLenFeature: Configuration for parsing a fixed-length input feature. class FixedLenSequenceFeature: Configuration for parsing a variable-length input feature into a Tensor. class RaggedFeature: Co... | tensorflow.io |
tf.io.decode_and_crop_jpeg Decode and Crop a JPEG-encoded image to a uint8 tensor. View aliases Main aliases
tf.image.decode_and_crop_jpeg Compat aliases for migration See Migration guide for more details. tf.compat.v1.image.decode_and_crop_jpeg, tf.compat.v1.io.decode_and_crop_jpeg
tf.io.decode_and_crop_jpeg(
... | tensorflow.io.decode_and_crop_jpeg |
tf.io.decode_base64 Decode web-safe base64-encoded strings. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.decode_base64, tf.compat.v1.io.decode_base64
tf.io.decode_base64(
input, name=None
)
Input may or may not have padding at the end. See EncodeBase64 for paddi... | tensorflow.io.decode_base64 |
tf.io.decode_bmp Decode the first frame of a BMP-encoded image to a uint8 tensor. View aliases Main aliases
tf.image.decode_bmp Compat aliases for migration See Migration guide for more details. tf.compat.v1.image.decode_bmp, tf.compat.v1.io.decode_bmp
tf.io.decode_bmp(
contents, channels=0, name=None
)
The a... | tensorflow.io.decode_bmp |
tf.io.decode_compressed Decompress strings. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.decode_compressed, tf.compat.v1.io.decode_compressed
tf.io.decode_compressed(
bytes, compression_type='', name=None
)
This op decompresses each element of the bytes input Te... | tensorflow.io.decode_compressed |
tf.io.decode_csv View source on GitHub Convert CSV records to tensors. Each column maps to one tensor.
tf.io.decode_csv(
records, record_defaults, field_delim=',', use_quote_delim=True,
na_value='', select_cols=None, name=None
)
RFC 4180 format is expected for the CSV records. (https://tools.ietf.org/h... | tensorflow.io.decode_csv |
tf.io.decode_gif Decode the frame(s) of a GIF-encoded image to a uint8 tensor. View aliases Main aliases
tf.image.decode_gif Compat aliases for migration See Migration guide for more details. tf.compat.v1.image.decode_gif, tf.compat.v1.io.decode_gif
tf.io.decode_gif(
contents, name=None
)
GIF images with fr... | tensorflow.io.decode_gif |
tf.io.decode_image View source on GitHub Function for decode_bmp, decode_gif, decode_jpeg, and decode_png. View aliases Main aliases
tf.image.decode_image Compat aliases for migration See Migration guide for more details. tf.compat.v1.image.decode_image, tf.compat.v1.io.decode_image
tf.io.decode_image(
... | tensorflow.io.decode_image |
tf.io.decode_jpeg Decode a JPEG-encoded image to a uint8 tensor. View aliases Main aliases
tf.image.decode_jpeg Compat aliases for migration See Migration guide for more details. tf.compat.v1.image.decode_jpeg, tf.compat.v1.io.decode_jpeg
tf.io.decode_jpeg(
contents, channels=0, ratio=1, fancy_upscaling=True,
... | tensorflow.io.decode_jpeg |
tf.io.decode_json_example Convert JSON-encoded Example records to binary protocol buffer strings. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.decode_json_example, tf.compat.v1.io.decode_json_example
tf.io.decode_json_example(
json_examples, name=None
)
This op ... | tensorflow.io.decode_json_example |
tf.io.decode_png Decode a PNG-encoded image to a uint8 or uint16 tensor. View aliases Main aliases
tf.image.decode_png Compat aliases for migration See Migration guide for more details. tf.compat.v1.image.decode_png, tf.compat.v1.io.decode_png
tf.io.decode_png(
contents, channels=0, dtype=tf.dtypes.uint8, name... | tensorflow.io.decode_png |
tf.io.decode_proto The op extracts fields from a serialized protocol buffers message into tensors. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.io.decode_proto
tf.io.decode_proto(
bytes, message_type, field_names, output_types,
descriptor_source='local://', m... | tensorflow.io.decode_proto |
tf.io.decode_raw Convert raw byte strings into tensors.
tf.io.decode_raw(
input_bytes, out_type, little_endian=True, fixed_length=None, name=None
)
Args
input_bytes Each element of the input Tensor is converted to an array of bytes.
out_type DType of the output. Acceptable types are half, float, do... | tensorflow.io.decode_raw |
tf.io.deserialize_many_sparse View source on GitHub Deserialize and concatenate SparseTensors from a serialized minibatch. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.deserialize_many_sparse, tf.compat.v1.io.deserialize_many_sparse
tf.io.deserialize_many_spar... | tensorflow.io.deserialize_many_sparse |
tf.io.encode_base64 Encode strings into web-safe base64 format. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.encode_base64, tf.compat.v1.io.encode_base64
tf.io.encode_base64(
input, pad=False, name=None
)
Refer to the following article for more information on ba... | tensorflow.io.encode_base64 |
tf.io.encode_jpeg JPEG-encode an image. View aliases Main aliases
tf.image.encode_jpeg Compat aliases for migration See Migration guide for more details. tf.compat.v1.image.encode_jpeg, tf.compat.v1.io.encode_jpeg
tf.io.encode_jpeg(
image, format='', quality=95, progressive=False, optimize_size=False,
chro... | tensorflow.io.encode_jpeg |
tf.io.encode_png PNG-encode an image. View aliases Main aliases
tf.image.encode_png Compat aliases for migration See Migration guide for more details. tf.compat.v1.image.encode_png, tf.compat.v1.io.encode_png
tf.io.encode_png(
image, compression=-1, name=None
)
image is a 3-D uint8 or uint16 Tensor of shape [... | tensorflow.io.encode_png |
tf.io.encode_proto The op serializes protobuf messages provided in the input tensors. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.io.encode_proto
tf.io.encode_proto(
sizes, values, field_names, message_type,
descriptor_source='local://', name=None
)
The typ... | tensorflow.io.encode_proto |
tf.io.extract_jpeg_shape Extract the shape information of a JPEG-encoded image. View aliases Main aliases
tf.image.extract_jpeg_shape Compat aliases for migration See Migration guide for more details. tf.compat.v1.image.extract_jpeg_shape, tf.compat.v1.io.extract_jpeg_shape
tf.io.extract_jpeg_shape(
contents, ... | tensorflow.io.extract_jpeg_shape |
tf.io.FixedLenFeature View source on GitHub Configuration for parsing a fixed-length input feature. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.FixedLenFeature, tf.compat.v1.io.FixedLenFeature
tf.io.FixedLenFeature(
shape, dtype, default_value=None
)
To ... | tensorflow.io.fixedlenfeature |
tf.io.FixedLenSequenceFeature View source on GitHub Configuration for parsing a variable-length input feature into a Tensor. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.FixedLenSequenceFeature, tf.compat.v1.io.FixedLenSequenceFeature
tf.io.FixedLenSequenceFea... | tensorflow.io.fixedlensequencefeature |
Module: tf.io.gfile Public API for tf.io.gfile namespace. Classes class GFile: File I/O wrappers without thread locking. Functions copy(...): Copies data from src to dst. exists(...): Determines whether a path exists or not. glob(...): Returns a list of files that match the given pattern(s). isdir(...): Returns whether... | tensorflow.io.gfile |
tf.io.gfile.copy View source on GitHub Copies data from src to dst. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.io.gfile.copy
tf.io.gfile.copy(
src, dst, overwrite=False
)
Args
src string, name of the file whose contents need to be copied
ds... | tensorflow.io.gfile.copy |
tf.io.gfile.exists View source on GitHub Determines whether a path exists or not. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.io.gfile.exists
tf.io.gfile.exists(
path
)
Args
path string, a path
Returns True if the path exists, whether ... | tensorflow.io.gfile.exists |
tf.io.gfile.GFile View source on GitHub File I/O wrappers without thread locking. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.gfile.GFile, tf.compat.v1.gfile.Open, tf.compat.v1.io.gfile.GFile
tf.io.gfile.GFile(
name, mode='r'
)
The main roles of the tf.i... | tensorflow.io.gfile.gfile |
tf.io.gfile.glob View source on GitHub Returns a list of files that match the given pattern(s). View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.io.gfile.glob
tf.io.gfile.glob(
pattern
)
The patterns are defined as strings. Supported patterns are defined here... | tensorflow.io.gfile.glob |
tf.io.gfile.isdir View source on GitHub Returns whether the path is a directory or not. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.io.gfile.isdir
tf.io.gfile.isdir(
path
)
Args
path string, path to a potential directory
Returns True, ... | tensorflow.io.gfile.isdir |
tf.io.gfile.listdir View source on GitHub Returns a list of entries contained within a directory. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.io.gfile.listdir
tf.io.gfile.listdir(
path
)
The list is in arbitrary order. It does not contain the special ent... | tensorflow.io.gfile.listdir |
tf.io.gfile.makedirs View source on GitHub Creates a directory and all parent/intermediate directories. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.io.gfile.makedirs
tf.io.gfile.makedirs(
path
)
It succeeds if path already exists and is writable.
Ar... | tensorflow.io.gfile.makedirs |
tf.io.gfile.mkdir View source on GitHub Creates a directory with the name given by path. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.io.gfile.mkdir
tf.io.gfile.mkdir(
path
)
Args
path string, name of the directory to be created Notes: The par... | tensorflow.io.gfile.mkdir |
tf.io.gfile.remove View source on GitHub Deletes the path located at 'path'. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.io.gfile.remove
tf.io.gfile.remove(
path
)
Args
path string, a path
Raises
errors.OpError Propagates any errors ... | tensorflow.io.gfile.remove |
tf.io.gfile.rename View source on GitHub Rename or move a file / directory. View aliases Compat aliases for migration
See Migration guide for more details. tf.compat.v1.io.gfile.rename
tf.io.gfile.rename(
src, dst, overwrite=False
)
Args
src string, pathname for a file
dst string, pathna... | tensorflow.io.gfile.rename |
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