Function Differences with tf.image.grayscale_to_rgb
tf.image.grayscale_to_rgb
tf.image.grayscale_to_rgb(
images,
name=None
)
For more information, see tf.image.grayscale_to_rgb.
mindspore.dataset.vision.c_transforms.ConvertColor
class mindspore.dataset.vision.c_transforms.ConvertColor(
convert_mode
)
For more information, see mindspore.dataset.vision.c_transforms.ConvertColor.
Differences
TensorFlow: Convert the image from grayscale to RGB.
MindSpore: Convert the color space of the image, including conversion from grayscale to RGB.
Code Example
# The following implements ConvertColor with MindSpore.
import numpy as np
import mindspore.dataset as ds
from mindspore.dataset.vision import ConvertMode
image = np.random.random((28, 28, 1))
result = ds.vision.c_transforms.ConvertColor(ConvertMode.COLOR_GRAY2RGB)(image)
print(result.shape)
# (28, 28, 3)
# The following implements grayscale_to_rgb with TensorFlow.
import tensorflow as tf
image = tf.random.normal((28, 28, 1))
result = tf.image.grayscale_to_rgb(image)
print(result.shape)
# (28, 28, 3)