Package ai.djl.modality.cv

Class ImageFactory

java.lang.Object

ai.djl.modality.cv.ImageFactory

Direct Known Subclasses:

BufferedImageFactory

public abstract class ImageFactory
extends Object

ImageFactory contains image creation mechanism on top of different platforms like PC and Android. System will choose appropriate Factory based on the supported image type.

Constructor Summary

Constructors

Constructor	Description
ImageFactory()

Method Summary

Modifier and Type	Method	Description
abstract Image	fromFile(Path path)	Gets Image from file.
abstract Image	fromImage(Object image)	Gets Image from varies Java image types.
abstract Image	fromInputStream(InputStream is)	Gets Image from InputStream.
abstract Image	fromNDArray(NDArray array)	Gets Image from NDArray.
abstract Image	fromPixels(int[] pixels, int width, int height)	Gets Image from array.
Image	fromUrl(String url)	Gets Image from string representation.
Image	fromUrl(URL url)	Gets Image from URL.
static ImageFactory	getInstance()	Gets new instance of Image factory from the provided factory implementation.
static void	setImageFactory(ImageFactory factory)	Sets a custom instance of ImageFactory.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

ImageFactory

public ImageFactory()

Method Details

getInstance

public static ImageFactory getInstance()

Gets new instance of Image factory from the provided factory implementation.

Returns:

ImageFactory

setImageFactory

public static void setImageFactory(ImageFactory factory)

Sets a custom instance of ImageFactory.

Parameters:

factory - a custom instance of ImageFactory

fromFile

public abstract Image fromFile(Path path)
                        throws IOException

Gets Image from file.

Parameters:

path - the path to the image

Returns:

Image

Throws:

IOException - Image not found or not readable

fromUrl

public Image fromUrl(URL url)
              throws IOException

Gets Image from URL.

Parameters:

url - the URL to load from

Returns:

Image

Throws:

IOException - URL is not valid.

fromUrl

public Image fromUrl(String url)
              throws IOException

Gets Image from string representation.

Parameters:

url - the String represent URL or base64 encoded image to load from

Returns:

Image

Throws:

IOException - URL is not valid.

fromInputStream

public abstract Image fromInputStream(InputStream is)
                               throws IOException

Gets Image from InputStream.

Parameters:

is - InputStream

Returns:

Image

Throws:

IOException - image cannot be read from input stream.

fromImage

public abstract Image fromImage(Object image)

Gets Image from varies Java image types.

Image can be BufferedImage or BitMap depends on platform

Parameters:

image - the image object.

Returns:

Image

fromNDArray

public abstract Image fromNDArray(NDArray array)

Gets Image from NDArray.

Parameters:

array - the NDArray with CHW format

Returns:

Image

fromPixels

public abstract Image fromPixels(int[] pixels,
 int width,
 int height)

Gets Image from array.

Parameters:

pixels - the array of ARGB values used to initialize the pixels.

width - the width of the image

height - the height of the image

Returns:

Image