com.intel.analytics.bigdl.transform.vision.image

augmentation

package augmentation

Visibility
  1. Public
  2. All

Type Members

  1. class AspectScale extends FeatureTransformer

    Resize the image, keep the aspect ratio.

  2. class Brightness extends FeatureTransformer

    adjust the image brightness

  3. class CenterCrop extends Crop

    Crop a cropWidth x cropHeight patch from center of image.

  4. class ChannelNormalize extends FeatureTransformer

    image channel normalize

  5. class ChannelOrder extends FeatureTransformer

    random change the channel of an image

  6. class ChannelScaledNormalizer extends FeatureTransformer

    Channel normalization with scale factor

  7. class ColorJitter extends FeatureTransformer

    Random adjust brightness, contrast, hue, saturation

  8. class Contrast extends FeatureTransformer

    Adjust the image contrast

  9. abstract class Crop extends FeatureTransformer

    Abstract crop transformer, other crop transformer need to override generateRoi

  10. class DetectionCrop extends Crop

    Crop from object detections, each image should has a tensor detection, which is stored in ImageFeature

  11. class Expand extends FeatureTransformer

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

  12. class Filler extends FeatureTransformer

    Fill part of image with certain pixel value

  13. class FixExpand extends FeatureTransformer

    expand image with given expandHeight and expandWidth, put the original image to the center of expanded image

  14. class FixedCrop extends Crop

    Crop a fixed area of image

  15. class HFlip extends FeatureTransformer

    Flip the image horizontally

  16. class Hue extends FeatureTransformer

    Adjust image hue

  17. class PixelNormalizer extends FeatureTransformer

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

  18. class RandomAlterAspect extends FeatureTransformer

    Apply random crop based on area ratio and resize to cropLenth size

  19. class RandomAspectScale extends FeatureTransformer

    resize the image by randomly choosing a scale

  20. class RandomCrop extends Crop

    Random crop a cropWidth x cropHeight patch from an image.

  21. class RandomCropper extends FeatureTransformer

    Random cropper on uniform distribution with fixed height & width

  22. class RandomResize extends FeatureTransformer

    Random resize between minSize and maxSize and scale height and width to each other

  23. class RandomTransformer extends FeatureTransformer

    It is a wrapper for transformers to control the transform probability

  24. class Resize extends FeatureTransformer

    Resize image

  25. class Saturation extends FeatureTransformer

    Adjust image saturation

  26. class ScaleResize extends FeatureTransformer

Value Members

  1. object AspectScale extends Serializable

  2. object Brightness extends Serializable

  3. object CenterCrop extends Serializable

  4. object ChannelNormalize extends Serializable

  5. object ChannelOrder extends Serializable

  6. object ChannelScaledNormalizer extends Serializable

  7. object ColorJitter extends Serializable

  8. object Contrast extends Serializable

  9. object Crop extends Serializable

  10. object DetectionCrop extends Serializable

  11. object Expand extends Serializable

  12. object Filler extends Serializable

  13. object FixExpand extends Serializable

  14. object FixedCrop extends Serializable

  15. object HFlip extends Serializable

  16. object Hue extends Serializable

  17. object PixelNormalizer extends Serializable

  18. object RandomAlterAspect extends Serializable

  19. object RandomAspectScale extends Serializable

  20. object RandomCrop extends Serializable

  21. object RandomCropper extends Serializable

  22. object RandomResize extends Serializable

  23. object RandomTransformer extends Serializable

  24. object Resize extends Serializable

  25. object Saturation extends Serializable

  26. object ScaleResize extends Serializable

Ungrouped