experiments/STT-tensorflow
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity

Export the keras.preprocessing.image.smart_resize utility.

Browse Source 
PiperOrigin-RevId: 310947004
Change-Id: I518259ac4e88bd82301dc9aeccd868aca8a83e11
This commit is contained in:
Francois Chollet 2020-05-11 10:53:05 -07:00 committed by TensorFlower Gardener
parent 4da3e08cd5
commit f4de924576
2 changed files with 6 additions and 1 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

3
tensorflow/python/keras/preprocessing/image.py
View File

@ -49,6 +49,7 @@ random_brightness = image.random_brightness
apply_affine_transform = image.apply_affine_transform apply_affine_transform = image.apply_affine_transform
@keras_export('keras.preprocessing.image.smart_resize', v1=[])
def smart_resize(x, size, interpolation='bilinear'): def smart_resize(x, size, interpolation='bilinear'):
"""Resize images to a target size without aspect ratio distortion. """Resize images to a target size without aspect ratio distortion.
@ -65,7 +66,7 @@ def smart_resize(x, size, interpolation='bilinear'):
``` ```
However, if you do this, you distort the aspect ratio of your images, since However, if you do this, you distort the aspect ratio of your images, since
in general they do not all have the same aspect ratio. This is in general they do not all have the same aspect ratio as `size`. This is
fine in many cases, but not always (e.g. for GANs this can be a problem). fine in many cases, but not always (e.g. for GANs this can be a problem).
Note that passing the argument `preserve_aspect_ratio=True` to `resize` Note that passing the argument `preserve_aspect_ratio=True` to `resize`

4
tensorflow/tools/api/golden/v2/tensorflow.keras.preprocessing.image.pbtxt
View File

@ -68,4 +68,8 @@ tf_module {
name: "save_img" name: "save_img"
argspec: "args=[\'path\', \'x\', \'data_format\', \'file_format\', \'scale\'], varargs=None, keywords=kwargs, defaults=[\'None\', \'None\', \'True\'], " argspec: "args=[\'path\', \'x\', \'data_format\', \'file_format\', \'scale\'], varargs=None, keywords=kwargs, defaults=[\'None\', \'None\', \'True\'], "
} }
member_method {
name: "smart_resize"
argspec: "args=[\'x\', \'size\', \'interpolation\'], varargs=None, keywords=None, defaults=[\'bilinear\'], "
}
} }