- 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:
0.1.0
(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}
}