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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  4. final def asInstanceOf[T0]: T0

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  5. def bufferedImageToPixels(resizedImage: BufferedImage, inputImageShape: Shape, dType: DType.DType = DType.Float32): NDArray

    Convert input BufferedImage to NDArray of input shape Note: Caller is responsible to dispose the NDArray returned by this method after the use.

    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 (3,224,224). Should be same as inputDescriptor shape.

    dType

    The DataType of the NDArray created from the image that should be returned. Currently it defaults to Dtype.Float32

    returns

    NDArray pixels array with shape (3, 224, 224) in CHW format

  6. def clone(): AnyRef

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

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  11. def hashCode(): Int

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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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  21. final def wait(): Unit

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  23. final def wait(arg0: Long): Unit

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