tensorflow:: ops:: DrawBoundingBoxes

#include <image_ops.h>

Draw bounding boxes on a batch of images.

Summary

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 bounding box in boxes are encoded as [y_min, x_min, y_max, x_max] . The bounding box coordinates are floats in [0.0, 1.0] relative to the width and height of the underlying image.

For example, if an image is 100 x 200 pixels (height x width) and the bounding box is [0.1, 0.2, 0.5, 0.9] , the upper-left and bottom-right coordinates of the bounding box will be (40, 10) to (180, 50) (in (x,y) coordinates).

Parts of the bounding box may fall outside the image.

Args:

  • scope: A Scope object
  • images: 4-D with shape [batch, height, width, depth] . A batch of images.
  • boxes: 3-D with shape [batch, num_bounding_boxes, 4] containing bounding boxes.

Returns:

  • Output : 4-D with the same shape as images . The batch of input images with bounding boxes drawn on the images.

Constructors and Destructors

DrawBoundingBoxes (const :: tensorflow::Scope & scope, :: tensorflow::Input images, :: tensorflow::Input boxes)

Public attributes

operation
output

Public functions

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

Public attributes

operation 

Operation operation

output 

::tensorflow::Output output

Public functions

DrawBoundingBoxes 

 DrawBoundingBoxes(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input images,
  ::tensorflow::Input boxes
)

node 

::tensorflow::Node * node() const

operator::tensorflow::Input 

 operator::tensorflow::Input() const

operator::tensorflow::Output 

 operator::tensorflow::Output() const