mindspore.dataset.vision.encode_jpeg

mindspore.dataset.vision.encode_jpeg(image, quality=75)[source]

Encode the input image as JPEG data.

Parameters

  • image (Union[numpy.ndarray, mindspore.Tensor]) – The image to be encoded.

  • quality (int, optional) – Quality of the resulting JPEG data, in range of [1, 100]. Default: 75.

Returns

numpy.ndarray, one dimension uint8 data.

Raises

  • TypeError – If image is not of type numpy.ndarray or mindspore.Tensor.

  • TypeError – If quality is not of type int.

  • RuntimeError – If the data type of image is not uint8.

  • RuntimeError – If the shape of image is not <H, W> or <H, W, 1> or <H, W, 3>.

  • RuntimeError – If quality is less than 1 or greater than 100.

Supported Platforms:

CPU

Examples

>>> import mindspore.dataset.vision as vision
>>> import numpy as np
>>> # Generate a random image with height=120, width=340, channels=3
>>> image = np.random.randint(256, size=(120, 340, 3), dtype=np.uint8)
>>> jpeg_data = vision.encode_jpeg(image)