image

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.