|
gptkbp:instance_of
|
gptkb:Data
|
|
gptkbp:age_group
|
varied
|
|
gptkbp:application
|
deep learning
|
|
gptkbp:architecture
|
gptkb:neural_networks
|
|
gptkbp:class
|
9131
|
|
gptkbp:collaborator
|
gptkb:University_of_Oxford
|
|
gptkbp:collection
|
web scraping
|
|
gptkbp:community_support
|
active
|
|
gptkbp:contains_images
|
3.31 million
|
|
gptkbp:created_by
|
gptkb:Visual_Geometry_Group
|
|
gptkbp:data_type
|
images
structured
|
|
gptkbp:data_usage
|
research and development
|
|
gptkbp:downloadable_content
|
http://www.robots.ox.ac.uk/~vgg/data/vgg_face2/downloads/vggface2.tar.gz
|
|
gptkbp:ethnicity
|
diverse
|
|
gptkbp:evaluates
|
accuracy
|
|
gptkbp:face_alignment
|
yes
|
|
gptkbp:face_detection_method
|
MTCNN
|
|
gptkbp:field_of_study
|
computer vision
|
|
gptkbp:funding
|
academic grants
|
|
gptkbp:gender
|
balanced
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
VGGFace2
|
|
gptkbp:image
|
internet
|
|
gptkbp:image_annotation
|
automated and manual
|
|
gptkbp:image_diversity
|
high
|
|
gptkbp:image_format
|
gptkb:JPEG
|
|
gptkbp:image_labeling
|
gptkb:manual
|
|
gptkbp:impact
|
high
|
|
gptkbp:is_cited_in
|
VGGFace2: A dataset for face recognition in the wild.
|
|
gptkbp:is_divided_into
|
train, validation, test
|
|
gptkbp:is_documented_in
|
face bounding boxes
|
|
gptkbp:license
|
gptkb:Creative_Commons_Attribution_4.0_International_License
|
|
gptkbp:model_performance
|
state-of-the-art
|
|
gptkbp:notable_for
|
facial recognition systems
|
|
gptkbp:performance
|
face recognition tasks
|
|
gptkbp:preprocessing_method
|
data augmentation
|
|
gptkbp:project
|
ongoing
|
|
gptkbp:provides_information_on
|
1.0
open access
3.31 million images
|
|
gptkbp:related_datasets
|
gptkb:LFW
gptkb:Celeb_A
Face Scrub
|
|
gptkbp:release_year
|
gptkb:2018
|
|
gptkbp:resolution
|
high
224x224
|
|
gptkbp:source
|
web
|
|
gptkbp:training
|
varies
|
|
gptkbp:training_programs
|
gptkb:Py_Torch
|
|
gptkbp:training_set_size
|
2.6 million
|
|
gptkbp:used_for
|
face recognition
|
|
gptkbp:user_base
|
researchers and developers
|
|
gptkbp:validation_set_size
|
0.5 million
|
|
gptkbp:website
|
http://www.robots.ox.ac.uk/~vgg/data/vgg_face2/
|
|
gptkbp:bfsParent
|
gptkb:VGGFace
|
|
gptkbp:bfsLayer
|
8
|