ImageNet (Deep Java Library 0.22.1 - basicdataset API)

java.lang.Object
- ai.djl.training.dataset.RandomAccessDataset
- - ai.djl.basicdataset.cv.ImageDataset
  - - ai.djl.basicdataset.cv.classification.ImageClassificationDataset
    - - ai.djl.basicdataset.cv.classification.AbstractImageFolder
      - ai.djl.basicdataset.cv.classification.ImageNet

All Implemented Interfaces:

ai.djl.training.dataset.Dataset
```
public class ImageNet
extends AbstractImageFolder
```
ImageNet is an image classification dataset from http://image-net.org 2012 Classification dataset.
Each image might have different Shapes.

Nested Class Summary

Nested Classes
Modifier and Type Class Description

static class ImageNet.Builder
A builder for a ImageNet.
- Nested classes/interfaces inherited from class ai.djl.basicdataset.cv.classification.AbstractImageFolder
  AbstractImageFolder.ImageFolderBuilder<T extends AbstractImageFolder.ImageFolderBuilder<T>>
- Nested classes/interfaces inherited from class ai.djl.basicdataset.cv.ImageDataset
  ImageDataset.BaseBuilder<T extends ImageDataset.BaseBuilder<T>>
- Nested classes/interfaces inherited from interface ai.djl.training.dataset.Dataset
  ai.djl.training.dataset.Dataset.Usage

Field Summary
- Fields inherited from class ai.djl.basicdataset.cv.classification.AbstractImageFolder
  items, mrl, prepared, synset
- Fields inherited from class ai.djl.basicdataset.cv.ImageDataset
  flag
- Fields inherited from class ai.djl.training.dataset.RandomAccessDataset
  dataBatchifier, device, labelBatchifier, limit, pipeline, prefetchNumber, sampler, targetPipeline

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`static ImageNet.Builder`	`builder()`	Creates a new builder to build a `ImageNet`.
`java.lang.String[]`	`getClassFull()`	Returns all full class names of this ImageNet dataset.
`java.lang.String[]`	`getClassNames()`	Returns all class names of this ImageNet dataset.
`protected java.nio.file.Path`	`getImagePath(java.lang.String key)`
`java.lang.String[]`	`getWordNetIds()`	Returns all WordNet ids of this ImageNet dataset.
`void`	`prepare(ai.djl.util.Progress progress)`

Methods inherited from class ai.djl.basicdataset.cv.classification.AbstractImageFolder
availableSize, getClasses, getClassNumber, getImage, getImageHeight, getImageWidth, getSynset, listImages

Methods inherited from class ai.djl.basicdataset.cv.classification.ImageClassificationDataset
get, matchingTranslatorOptions

Methods inherited from class ai.djl.basicdataset.cv.ImageDataset
getImageChannels, getRecordImage

Methods inherited from class ai.djl.training.dataset.RandomAccessDataset
getData, getData, getData, getData, newSubDataset, newSubDataset, randomSplit, size, subDataset, subDataset, subDataset, subDataset, toArray

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface ai.djl.training.dataset.Dataset
prepare

- Method Detail
  - builder
```
public static ImageNet.Builder builder()
```
    Creates a new builder to build a ImageNet.
    
    Returns:
    
    a new builder
  - getWordNetIds
```
public java.lang.String[] getWordNetIds()
```
    Returns all WordNet ids of this ImageNet dataset.
    
    Returns:
    
    all WordNet ids of this ImageNet dataset
  - getClassNames
```
public java.lang.String[] getClassNames()
```
    Returns all class names of this ImageNet dataset.
    
    Returns:
    
    all class names of this ImageNet dataset
  - getClassFull
```
public java.lang.String[] getClassFull()
```
    Returns all full class names of this ImageNet dataset.
    
    Returns:
    
    all full class names of this ImageNet dataset
  - prepare
```
public void prepare(ai.djl.util.Progress progress)
             throws java.io.IOException
```
    Throws:
    
    java.io.IOException
  - getImagePath
```
protected java.nio.file.Path getImagePath(java.lang.String key)
```
    Specified by:
    
    getImagePath in class AbstractImageFolder