com.intel.analytics.bigdl.dataset.segmentation

COCODataset

case class COCODataset(info: COCODatasetInfo, images: Array[COCOImage], annotations: Array[COCOAnotationOD], licenses: Array[COCOLicence], categories: Array[COCOCategory]) extends Product with Serializable

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Instance Constructors

  1. new COCODataset(info: COCODatasetInfo, images: Array[COCOImage], annotations: Array[COCOAnotationOD], licenses: Array[COCOLicence], categories: Array[COCOCategory])

Value Members

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

    Definition Classes
    AnyRef
  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any
  3. final def ##(): Int

    Definition Classes
    AnyRef → Any
  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  5. final def ==(arg0: Any): Boolean

    Definition Classes
    Any
  6. val annotations: Array[COCOAnotationOD]

  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  8. val categories: Array[COCOCategory]

  9. def categoryId2Idx(id: Long): Int

    Convert COCO categoryId into category index.

    Convert COCO categoryId into category index. COCO dataset's categoryId is not continuous from 1 to number of categories. This function maps every categoryId to a number from 1 to number of categories - The result is called category index. The category index 0 is reserved for "background" class.

    id

    categoryId

    returns

    category index

  10. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
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    Annotations
    @throws( ... )
  11. final def eq(arg0: AnyRef): Boolean

    Definition Classes
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  12. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
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    Annotations
    @throws( classOf[java.lang.Throwable] )
  13. def getCategoryByIdx(idx: Int): COCOCategory

    Get the category data by the category index

    Get the category data by the category index

    idx

    category index

    returns

    category data

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

    Definition Classes
    AnyRef → Any
  15. def getImageById(id: Long): COCOImage

    Find a COCOImage by the image id

    Find a COCOImage by the image id

    id

    image id

    returns

    the COCOImage with the given id

  16. val images: Array[COCOImage]

  17. val info: COCODatasetInfo

  18. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  19. val licenses: Array[COCOLicence]

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

    Definition Classes
    AnyRef
  21. final def notify(): Unit

    Definition Classes
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  22. final def notifyAll(): Unit

    Definition Classes
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  23. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
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  24. def toImageFeatures: Iterator[ImageFeature]

    Convert the images & ground truths into ImageFeatures.

    Convert the images & ground truths into ImageFeatures. The image feature is in the same format of what COCODataset.loadFromSeqFile returns

    returns

  25. final def wait(): Unit

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    @throws( ... )
  26. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  27. final def wait(arg0: Long): Unit

    Definition Classes
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    @throws( ... )

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