lfw

• Description:

Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments

• Additional Documentation: Explore on Papers With Code

• Homepage: http://vis-www.cs.umass.edu/lfw

• Source code: tfds.datasets.lfw.Builder

• Versions:

  • 0.1.1 (default): No release notes.

• Download size: 172.20 MiB

• Dataset size: 180.28 MiB

• Auto-cached (documentation): Only when shuffle_files=False (train)

• Splits:

Split	Examples
'train'	13,233

• Feature structure:

FeaturesDict({
    'image': Image(shape=(250, 250, 3), dtype=uint8),
    'label': Text(shape=(), dtype=string),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
image	Image	(250, 250, 3)	uint8
label	Text		string

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

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

• Citation:

@TechReport{LFWTech,
    author = {Gary B. Huang and Manu Ramesh and Tamara Berg and Erik Learned-Miller},
    title = {Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments},
    institution = {University of Massachusetts, Amherst},
    year = 2007,
    number = {07-49},
    month = {October}
}