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bob
bob.io.base
Merge requests
!39
Add bob_to_pillow and back conversion
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Merged
Add bob_to_pillow and back conversion
deprecation
into
master
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0
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1
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1
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2
Merged
Amir MOHAMMADI
requested to merge
deprecation
into
master
3 years ago
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latest version
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aa55f254
1 commit,
3 years ago
2 files
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bob/io/image.py
+
41
−
0
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import
numpy
as
np
from
PIL
import
Image
def
to_matplotlib
(
img
):
@@ -45,6 +46,46 @@ def to_bob(img):
return
np
.
moveaxis
(
img
,
-
1
,
-
3
)
def
bob_to_pillow
(
img
):
"""
Converts the floating or uint8 image to a Pillow Image.
Parameters
----------
img : numpy.ndarray
A gray-scale or RGB color image in Bob format (channels first)
Returns
-------
Image
An object of pillow.Image.
"""
# first convert to matplotlib format
img
=
to_matplotlib
(
img
)
# if img is floating point, convert to uint8
if
isinstance
(
img
,
np
.
floating
):
# we expect float images to be between 0 and 1
img
=
np
.
clip
(
img
,
0
,
1
)
*
255
img
=
img
.
astype
(
np
.
uint8
)
return
Image
.
fromarray
(
img
)
def
pillow_to_bob
(
img
):
"""
Converts an RGB or gray-scale pillow image to Bob format
Parameters
----------
img : Image
A Pillow Image
Returns
-------
numpy.ndarray
Image in Bob format
"""
return
to_bob
(
np
.
array
(
img
))
def
opencvbgr_to_bob
(
img
):
"""
Returns a view of the image from OpenCV BGR format to Bob RGB format.
This function works with images, batches of images, videos, and higher
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