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

• Homepage: https://github.com/fastai/imagenette
• Source code: tfds.image.imagenette.Imagenette
• Versions:
  • 0.1.0 (default): No release notes.
• Features:

FeaturesDict({
    'image': Image(shape=(None, None, 3), dtype=tf.uint8),
    'label': ClassLabel(shape=(), dtype=tf.int64, num_classes=10),
})

• Supervised keys (See as_supervised doc): ('image', 'label')
• Citation:

@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:

imagenette/320px-v2

• Config description: 320px variant.
• Download size: 325.73 MiB
• Dataset size: 332.71 MiB
• Auto-cached (documentation): No
• Splits:

imagenette/160px-v2

• Config description: 160px variant.
• Download size: 94.36 MiB
• Dataset size: 102.10 MiB
• Auto-cached (documentation): Yes
• Splits:

imagenette/full-size

• Config description: full-size variant.
• Download size: 1.45 GiB
• Dataset size: Unknown size
• Auto-cached (documentation): No
• Splits:

imagenette/320px

• Config description: 320px variant.
• Download size: 325.48 MiB
• Dataset size: Unknown size
• Auto-cached (documentation): No
• Splits:

imagenette/160px

• Config description: 160px variant.
• Download size: 94.18 MiB
• Dataset size: Unknown size
• Auto-cached (documentation): No
• Splits: