com.intel.analytics.bigdl.transform.vision

image

package image

Visibility
  1. Public
  2. All

Type Members

  1. class BytesToMat extends FeatureTransformer

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

  2. class ChainedFeatureTransformer extends FeatureTransformer

    A transformer chain two FeatureTransformer together.

  3. class ClassificationMTImageFeatureToBatch extends MTImageFeatureToBatch

    A transformer pipeline wrapper to create labeled Minibatch in multiple threads for classification

  4. class DistributedImageFrame extends ImageFrame

    Distributerd ImageFrame, it keeps an rdd of ImageFeature

  5. abstract class FeatureTransformer extends Transformer[ImageFeature, ImageFeature]

    FeatureTransformer is a transformer that transform ImageFeature

  6. class ImageFeature extends Serializable

    Each ImageFeature keeps information about single image, it can include various status of an image, e.

  7. class ImageFeatureToMiniBatch[T] extends Transformer[ImageFeature, MiniBatch[T]]

  8. trait ImageFrame extends Serializable

    ImageFrame wraps a set of ImageFeature

  9. class ImageFrameToSample[T] extends FeatureTransformer

    Transforms tensors that map inputKeys and targetKeys to sample

  10. class LocalImageFrame extends ImageFrame

    Local ImageFrame, keeps an array of ImageFeature

  11. abstract class MTImageFeatureToBatch extends Transformer[ImageFeature, MiniBatch[Float]]

    An abstract class to convert ImageFeature iterator to MiniBatches.

  12. class MatToFloats extends FeatureTransformer

    Transform OpenCVMat to float array, note that in this transformer, the mat is released

  13. class MatToTensor[T] extends FeatureTransformer

    transform opencv mat to tensor

  14. class PixelBytesToMat extends FeatureTransformer

    Transform byte array(pixels in byte) to OpenCVMat

  15. class RoiImageFeatureToBatch extends MTImageFeatureToBatch

    A transformer pipeline wrapper to create RoiMiniBatch in multiple threads The output "target" is a Table.

  16. class RoiImageFeatureToBatchWithResize extends MTImageFeatureToBatch

    A transformer pipeline wrapper to create RoiMiniBatch in multiple threads.

  17. class RoiMiniBatch extends MiniBatch[Float]

    A batch of images with flattened RoiLabels the getTarget() returns a Table with key from 1 to batchSize.

Value Members

  1. object BytesToMat extends Serializable

  2. object FeatureTransformer extends Serializable

  3. object ImageFeature extends Serializable

  4. object ImageFeatureToMiniBatch extends Serializable

  5. object ImageFrame extends Serializable

  6. object ImageFrameToSample extends Serializable

  7. object MTImageFeatureToBatch extends Serializable

  8. object MatToFloats extends Serializable

  9. object MatToTensor extends Serializable

  10. object PixelBytesToMat extends Serializable

  11. object RoiImageFeatureToBatch extends Serializable

  12. object RoiImageInfo

  13. object RoiMiniBatch extends Serializable

  14. package augmentation

  15. package label

  16. package opencv

  17. package util

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