imagewang

• Description:

Imagewang contains Imagenette and Imagewoof combined Image网 (pronounced "Imagewang"; 网 means "net" in Chinese) contains Imagenette and Imagewoof combined, but with some twists that make it into a tricky semi-supervised unbalanced classification problem:

• The validation set is the same as Imagewoof (i.e. 30% of Imagewoof images); there are no Imagenette images in the validation set (they're all in the training set)
• Only 10% of Imagewoof images are in the training set!
• The remaining are in the unsup ("unsupervised") directory, and you can not use their labels in training!
• It's even hard to type and hard to say!

The dataset comes in three variants:

• Full size
• 320 px
• 160 px

This dataset consists of the Imagenette dataset {size} variant.

• Additional Documentation: Explore on Papers With Code north_east

• Config description: Imagewang contains Imagenette and Imagewoof combined.

• Homepage: https://github.com/fastai/imagenette

• Source code: tfds.datasets.imagewang.Builder

• Versions:

  • 2.0.0 (default): No release notes.

• Splits:

• Feature structure:

FeaturesDict({
    'image': Image(shape=(None, None, 3), dtype=uint8),
    'label': ClassLabel(shape=(), dtype=int64, num_classes=20),
})

• Feature documentation:

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

• Citation:

@misc{imagewang,
  author    = "Jeremy Howard",
  title     = "Imagewang",
  url       = "https://github.com/fastai/imagenette/"
}

imagewang/full-size (default config)

• Download size: 2.70 GiB

• Dataset size: 1.97 GiB

• Auto-cached (documentation): No

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

imagewang/320px

• Download size: 638.80 MiB

• Dataset size: 460.81 MiB

• Auto-cached (documentation): No

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

imagewang/160px

• Download size: 182.63 MiB

• Dataset size: 140.40 MiB

• Auto-cached (documentation): Yes

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):