Draw bounding boxes on a batch of images.
tf.raw_ops.DrawBoundingBoxesV2(
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
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 (100, 50)
(in (x,y) coordinates).
Parts of the bounding box may fall outside the image.
Args | |
---|---|
images
|
A Tensor . Must be one of the following types: float32 , half .
4-D with shape [batch, height, width, depth] . A batch of images.
|
boxes
|
A Tensor of type float32 .
3-D with shape [batch, num_bounding_boxes, 4] containing bounding
boxes.
|
colors
|
A Tensor of type float32 .
2-D. A list of RGBA colors to cycle through for the boxes.
|
name
|
A name for the operation (optional). |
Returns | |
---|---|
A Tensor . Has the same type as images .
|