org.apache.mxnet.infer

ImageClassifier

Related Docs: class ImageClassifier | package infer

object ImageClassifier

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  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  4. final def asInstanceOf[T0]: T0

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  5. def bufferedImageToPixels(resizedImage: BufferedImage, inputImageShape: Shape): NDArray

    Convert input BufferedImage to NDArray of input shape

    Convert input BufferedImage to NDArray of input shape

    Note: Caller is responsible to dispose the NDArray returned by this method after the use.

    resizedImage

    BufferedImage to get pixels from

    inputImageShape

    Input shape; for example for resnet it is (1,3,224,224). Should be same as inputDescriptor shape.

    returns

    NDArray pixels array

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  10. final def getClass(): Class[_]

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  12. final def isInstanceOf[T0]: Boolean

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  13. def loadImageFromFile(inputImagePath: String): BufferedImage

    Loads an input images from file

    Loads an input images from file

    inputImagePath

    Path of single input image

    returns

    BufferedImage Buffered image

  14. def loadInputBatch(inputImagePaths: List[String]): Traversable[BufferedImage]

    Loads a batch of images from a folder

    Loads a batch of images from a folder

    inputImagePaths

    Path to a folder of images

    returns

    List of buffered images

  15. final def ne(arg0: AnyRef): Boolean

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  16. final def notify(): Unit

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  17. final def notifyAll(): Unit

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  18. def reshapeImage(img: BufferedImage, newWidth: Int, newHeight: Int): BufferedImage

    Reshape the input image to a new shape

    Reshape the input image to a new shape

    img

    Input image

    newWidth

    New width for rescaling

    newHeight

    New height for rescaling

    returns

    Rescaled BufferedImage

  19. final def synchronized[T0](arg0: ⇒ T0): T0

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  20. def toString(): String

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  21. final def wait(): Unit

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