tensorflow::ops::DecodePng

#include <image_ops.h>

Decode a PNG-encoded image to a uint8 or uint16 tensor.

Summary

The attr channels indicates the desired number of color channels for the decoded image.

Accepted values are:

  • 0: Use the number of channels in the PNG-encoded image.
  • 1: output a grayscale image.
  • 3: output an RGB image.
  • 4: output an RGBA image.

If needed, the PNG-encoded image is transformed to match the requested number of color channels.

This op also supports decoding JPEGs and non-animated GIFs since the interface is the same, though it is cleaner to use tf.image.decode_image.

Arguments:

  • scope: A Scope object
  • contents: 0-D. The PNG-encoded image.

Optional attributes (see Attrs):

  • channels: Number of color channels for the decoded image.

Returns:

  • Output: 3-D with shape [height, width, channels].

Constructors and Destructors

DecodePng(const ::tensorflow::Scope & scope, ::tensorflow::Input contents)
DecodePng(const ::tensorflow::Scope & scope, ::tensorflow::Input contents, const DecodePng::Attrs & attrs)

Public attributes

image

Public functions

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

Public static functions

Channels(int64 x)
Dtype(DataType x)

Structs

tensorflow::ops::DecodePng::Attrs

Optional attribute setters for DecodePng.

Public attributes

image

::tensorflow::Output image

Public functions

DecodePng

 DecodePng(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input contents
)

DecodePng

 DecodePng(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input contents,
  const DecodePng::Attrs & attrs
)

node

::tensorflow::Node * node() const 

operator::tensorflow::Input

 operator::tensorflow::Input() const 

operator::tensorflow::Output

 operator::tensorflow::Output() const 

Public static functions

Channels

Attrs Channels(
  int64 x
)

Dtype

Attrs Dtype(
  DataType x
)