Class/Object

com.intel.analytics.bigdl.dataset.segmentation

COCODataset

Related Docs: object COCODataset | package segmentation

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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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  1. COCODataset
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Instance Constructors

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

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Value Members

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

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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  3. final def ==(arg0: Any): Boolean

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  4. val annotations: Array[COCOAnotationOD]

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  5. final def asInstanceOf[T0]: T0

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  6. val categories: Array[COCOCategory]

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  7. def categoryId2Idx(id: Long): Int

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    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

  8. def clone(): AnyRef

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    protected[java.lang]
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    @throws( ... )
  9. final def eq(arg0: AnyRef): Boolean

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  10. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )
  11. def getCategoryByIdx(idx: Int): COCOCategory

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    Get the category data by the category index

    Get the category data by the category index

    idx

    category index

    returns

    category data

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

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    Definition Classes
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  13. def getImageById(id: Long): COCOImage

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    Find a COCOImage by the image id

    Find a COCOImage by the image id

    id

    image id

    returns

    the COCOImage with the given id

  14. val images: Array[COCOImage]

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  15. val info: COCODatasetInfo

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  16. final def isInstanceOf[T0]: Boolean

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    Definition Classes
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  17. val licenses: Array[COCOLicence]

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

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  19. final def notify(): Unit

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  20. final def notifyAll(): Unit

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

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  22. def toImageFeatures: Iterator[ImageFeature]

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    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

  23. final def wait(): Unit

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

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

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Inherited from Serializable

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Inherited from Product

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