imagenette

  • Description:

Imagenette is a subset of 10 easily classified classes from the Imagenet dataset. It was originally prepared by Jeremy Howard of FastAI. The objective behind putting together a small version of the Imagenet dataset was mainly because running new ideas/algorithms/experiments on the whole Imagenet take a lot of time.

This version of the dataset allows researchers/practitioners to quickly try out ideas and share with others. The dataset comes in three variants:

  • Full size
  • 320 px
  • 160 px
FeaturesDict({
    'image': Image(shape=(None, None, 3), dtype=tf.uint8),
    'label': ClassLabel(shape=(), dtype=tf.int64, num_classes=10),
})
@misc{imagenette,
  author    = "Jeremy Howard",
  title     = "imagenette",
  url       = "https://github.com/fastai/imagenette/"
}

imagenette/full-size-v2 (default config)

  • Config description: full-size variant.

  • Download size: 1.45 GiB

  • Dataset size: 1.46 GiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 9,469
'validation' 3,925

Visualization

imagenette/320px-v2

  • Config description: 320px variant.

  • Download size: 325.73 MiB

  • Dataset size: 332.71 MiB

  • Auto-cached (documentation): No

  • Splits:

Split Examples
'train' 9,469
'validation' 3,925

Visualization

imagenette/160px-v2

  • Config description: 160px variant.

  • Download size: 94.36 MiB

  • Dataset size: 102.10 MiB

  • Auto-cached (documentation): Yes

  • Splits:

Split Examples
'train' 9,469
'validation' 3,925

Visualization

imagenette/full-size

  • Config description: full-size variant.

  • Download size: 1.45 GiB

  • Dataset size: Unknown size

  • Auto-cached (documentation): Unknown

  • Splits:

Split Examples
'train' 12,894
'validation' 500

Visualization

imagenette/320px

  • Config description: 320px variant.

  • Download size: 325.48 MiB

  • Dataset size: Unknown size

  • Auto-cached (documentation): Unknown

  • Splits:

Split Examples
'train' 12,894
'validation' 500

Visualization

imagenette/160px

  • Config description: 160px variant.

  • Download size: 94.18 MiB

  • Dataset size: Unknown size

  • Auto-cached (documentation): Unknown

  • Splits:

Split Examples
'train' 12,894
'validation' 500

Visualization