image

Type Members

1. class BufferedImageResize extends ImageProcessing

   Resize loading image

2. class DistributedImageSet extends ImageSet

3. class ImageAspectScale extends ImageProcessing

4. class ImageBrightness extends ImageProcessing

   adjust the image brightness

5. class ImageBytesToMat extends ImageProcessing

   Transform byte array(original image file in byte) to OpenCVMat

6. class ImageCenterCrop extends ImageProcessing

7. class ImageChannelNormalize extends ImageProcessing

   image channel normalize

8. class ImageChannelOrder extends ImageProcessing

   random change the channel of an image

9. class ImageColorJitter extends ImageProcessing

   Random adjust brightness, contrast, hue, saturation

10. class ImageExpand extends ImageProcessing

    expand image, fill the blank part with the meanR, meanG, meanB

11. class ImageFeatureToTensor[T] extends Preprocessing[ImageFeature, Tensor[T]]

    a Preprocessing that convert ImageFeature to a Tensor.

12. class ImageFiller extends ImageProcessing

    Fill part of image with certain pixel value

13. class ImageFixedCrop extends ImageProcessing

    Crop a fixed area of image

14. class ImageHFlip extends ImageProcessing

    Flip the image horizontally

15. class ImageHue extends ImageProcessing

    Adjust image hue

16. class ImageMatToFloats extends ImageProcessing

17. class ImageMatToTensor[T] extends ImageProcessing

    transform opencv mat to tensor

18. class ImagePixelNormalizer extends ImageProcessing

    Pixel level normalizer, data(i) = data(i) - mean(i)

19. abstract class ImageProcessing extends FeatureTransformer with Preprocessing[ImageFeature, ImageFeature]

20. class ImageRandomAspectScale extends ImageProcessing

21. class ImageRandomCrop extends ImageProcessing

    Random crop a cropWidth x cropHeight patch from an image.

22. class ImageResize extends ImageProcessing

23. class ImageSaturation extends ImageProcessing

    Adjust image saturation

24. abstract class ImageSet extends AnyRef

    ImageSet wraps a set of ImageFeature

25. class ImageSetToSample[T] extends ImageProcessing

    Transforms tensors that map inputKeys and targetKeys to sample

26. class LocalImageSet extends ImageSet

27. class RowToImageFeature[T] extends Preprocessing[Row, ImageFeature]

    a Preprocessing that converts a Spark Row to a BigDL ImageFeature.