tensorflow:: ops:: EncodeJpeg

#include <image_ops.h>

JPEG-encode an image.

Summary

image is a 3-D uint8 Tensor of shape [height, width, channels] .

The attr format can be used to override the color format of the encoded output. Values can be:

  • `'' : Use a default format based on the number of channels in the image. * grayscale : Output a grayscale JPEG image. The channels dimension of image must be 1. * rgb : Output an RGB JPEG image. The channels dimension of image` must be 3.

If format is not specified or is the empty string, a default format is picked in function of the number of channels in image :

Args:

  • scope: A Scope object
  • image: 3-D with shape [height, width, channels] .

Optional attributes (see Attrs ):

  • format: Per pixel image format.
  • quality: Quality of the compression from 0 to 100 (higher is better and slower).
  • progressive: If True, create a JPEG that loads progressively (coarse to fine).
  • optimize_size: If True, spend CPU/RAM to reduce size with no quality change.
  • chroma_downsampling: See http://en.wikipedia.org/wiki/Chroma_subsampling .
  • density_unit: Unit used to specify x_density and y_density : pixels per inch ( 'in' ) or centimeter ( 'cm' ).
  • x_density: Horizontal pixels per density unit.
  • y_density: Vertical pixels per density unit.
  • xmp_metadata: If not empty, embed this XMP metadata in the image header.

Returns:

Constructors and Destructors

EncodeJpeg (const :: tensorflow::Scope & scope, :: tensorflow::Input image)
EncodeJpeg (const :: tensorflow::Scope & scope, :: tensorflow::Input image, const EncodeJpeg::Attrs & attrs)

Public attributes

contents
operation

Public functions

node () const
::tensorflow::Node *
operator::tensorflow::Input () const
operator::tensorflow::Output () const

Public static functions

ChromaDownsampling (bool x)
DensityUnit (StringPiece x)
Format (StringPiece x)
OptimizeSize (bool x)
Progressive (bool x)
Quality (int64 x)
XDensity (int64 x)
XmpMetadata (StringPiece x)
YDensity (int64 x)

Structs

tensorflow:: ops:: EncodeJpeg:: Attrs

Optional attribute setters for EncodeJpeg .

Public attributes

contents 

::tensorflow::Output contents

operation 

Operation operation

Public functions

EncodeJpeg 

 EncodeJpeg(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input image
)

EncodeJpeg 

 EncodeJpeg(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input image,
  const EncodeJpeg::Attrs & attrs
)

node 

::tensorflow::Node * node() const

operator::tensorflow::Input 

 operator::tensorflow::Input() const

operator::tensorflow::Output 

 operator::tensorflow::Output() const

Public static functions

ChromaDownsampling 

Attrs ChromaDownsampling(
  bool x
)

DensityUnit 

Attrs DensityUnit(
  StringPiece x
)

Format 

Attrs Format(
  StringPiece x
)

OptimizeSize 

Attrs OptimizeSize(
  bool x
)

Progressive 

Attrs Progressive(
  bool x
)

Quality 

Attrs Quality(
  int64 x
)

XDensity 

Attrs XDensity(
  int64 x
)

XmpMetadata 

Attrs XmpMetadata(
  StringPiece x
)

YDensity 

Attrs YDensity(
  int64 x
)