# 比较与tf.image.rgb_to_grayscale的功能差异

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## tf.image.rgb_to_grayscale

```python
tf.image.rgb_to_grayscale(
    images,
    name=None
)
```

更多内容详见[tf.image.rgb_to_grayscale](https://www.tensorflow.org/versions/r1.15/api_docs/python/tf/image/rgb_to_grayscale)。

## mindspore.dataset.vision.ConvertColor

```python
class mindspore.dataset.vision.ConvertColor(
    convert_mode
)
```

更多内容详见[mindspore.dataset.vision.ConvertColor](https://mindspore.cn/docs/zh-CN/r1.9/api_python/dataset_vision/mindspore.dataset.vision.ConvertColor.html#mindspore.dataset.vision.ConvertColor)。

## 使用方式

TensorFlow：将图像从RGB图转换为灰度图。

MindSpore：转换图像的色彩空间，其中包括将RGB图转换为灰度图。

## 代码示例

```python
# 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, 3)).astype(np.float32)
result = ds.vision.ConvertColor(ConvertMode.COLOR_RGB2GRAY)(image)
print(result.shape)
# (28, 28)

# The following implements rgb_to_grayscale with TensorFlow.
import tensorflow as tf

image = tf.random.normal((28, 28, 3))
result = tf.image.rgb_to_grayscale(image)
print(result.shape)
# (28, 28, 1)
```