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1.  final def !=(arg0: Any): Boolean

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2.  final def ##(): Int

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3.  final def ==(arg0: Any): Boolean

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4.  def arrayToBufferedImage(imageArray: Array[Array[Array[Int]]]): BufferedImage

   Convert a 3D array to a BufferedImage

5.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

6.  def buildAspectRatioMask(aspectRatios: List[List[(Int, Int)]], maxImageTiles: Int): Array[Array[Array[Int]]]

   build aspect ratio mask

7.  def clone(): AnyRef

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8.  def convertAspectRatiosToIds(aspectRatios: List[List[(Int, Int)]], maxImageTiles: Int): Array[Array[Int]]

   Convert aspect ratios to IDs

9.  def convertSparseCrossAttentionMaskToDense(crossAttentionTokenMask: Array[Array[Array[Int]]], numTiles: Array[Array[Int]], maxNumTiles: Int, length: Int): Array[Array[Array[Array[Int]]]]
10.  final def eq(arg0: AnyRef): Boolean

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11.  def equals(arg0: Any): Boolean

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12.  def finalize(): Unit

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    protected[lang]

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    @throws( classOf[java.lang.Throwable] )

13.  def floatArrayToBufferedImage(imageArray: Array[Array[Array[Float]]], rescaleFactor: Double): BufferedImage

    Convert a 3D array of floats to a BufferedImage

14.  def getAllSupportedAspectRatios(maxImageTiles: Int): List[(Int, Int)]

    Get all supported aspect ratios for a given max number of image tiles

15.  final def getClass(): Class[_]

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    @native()

16.  def getCrossAttentionTokenMask(inputIds: Array[Int], imageTokenId: Int): Array[Array[Int]]
17.  def getImageSizeFitToCanvas(imageHeight: Int, imageWidth: Int, canvasHeight: Int, canvasWidth: Int, tileSize: Int): (Int, Int)

    Get the size of the image that fits the canvas

18.  def getOptimalTiledCanvas(imageHeight: Int, imageWidth: Int, maxImageTiles: Int, tileSize: Int): (Int, Int)

    Get the optimal tiled canvas size for the image

19.  def hashCode(): Int

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    @native()

20.  def imageCropToArray(imgCrop: BufferedImage): Array[Array[Array[Int]]]

    Convert a crop of an image to a 3D array

21.  final def isInstanceOf[T0]: Boolean

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22.  final def ne(arg0: AnyRef): Boolean

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23.  final def notify(): Unit

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    @native()

24.  final def notifyAll(): Unit

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    @native()

25.  def packAspectRatios(aspectRatios: List[List[(Int, Int)]], padValue: Int = 1): Array[Array[Array[Int]]]

    Pack aspect ratios into a 3D array

26.  def packImages(batchImages: List[Array[Array[Array[Array[Array[Float]]]]]], maxImageTiles: Int): (Array[Array[Array[Array[Array[Array[Float]]]]]], List[List[Int]])

    Pack images into a 6D array

27.  def pad(image: BufferedImage, paddingConstant: Int, aspectRatio: (Int, Int), tileHeight: Int, tileWidth: Int): BufferedImage
28.  def padBufferedImage(image: BufferedImage, totalPadding: (Int, Int), constantColor: Int): BufferedImage
29.  def padConstant(image: Array[Array[Float]], padding: Int, constantValue: Float): Array[Array[Float]]
30.  def resizeImage(width: Int, height: Int, resample: Int, maxImageTiles: Int)(image: BufferedImage): (BufferedImage, (Int, Int))

    Resize an image to fit the canvas

31.  def splitToTiles(image: BufferedImage, numTilesHeight: Int, numTilesWidth: Int, mean: Array[Double], std: Array[Double], doNormalize: Boolean, doRescale: Boolean, rescaleFactor: Double): Array[Array[Array[Array[Float]]]]

    Split an image into tiles

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

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33.  def toString(): String

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34.  final def wait(): Unit

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    @throws( ... )

35.  final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )

36.  final def wait(arg0: Long): Unit

    Definition Classes

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    @throws( ... ) @native()