Statements (53)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Data
|
| gptkbp:available_at |
http://mmlab.ie.cuhk.edu.hk/projects/ Celeb A.html
|
| gptkbp:contains |
celebrity images
202,599 images 10,177 identities |
| gptkbp:created_by |
gptkb:Yandong_Wen
|
| gptkbp:has_format |
gptkb:JPEG
|
| https://www.w3.org/2000/01/rdf-schema#label |
Celeb A dataset
|
| gptkbp:is_cited_in |
academic papers
|
| gptkbp:is_distributed_by |
gptkb:Creative_Commons
|
| gptkbp:is_divided_into |
test set
training set validation set |
| gptkbp:is_documented_in |
research papers
technical reports facial attributes dataset descriptions |
| gptkbp:is_evaluated_by |
gptkb:historical_memory
accuracy metrics F1 score precision |
| gptkbp:is_maintained_by |
gptkb:CUHK_MMLab
|
| gptkbp:is_part_of |
AI datasets
|
| gptkbp:is_popular_for |
gptkb:AI_technology
transfer learning training deep learning models data augmentation techniques evaluating performance benchmarking algorithms computer vision tasks image processing tasks developing new techniques |
| gptkbp:is_popular_in |
computer vision community
|
| gptkbp:is_related_to |
GANs
image classification face detection |
| gptkbp:is_used_by |
gptkb:researchers
|
| gptkbp:is_used_for |
style transfer
face attribute manipulation |
| gptkbp:is_used_in |
gptkb:academic_research
commercial applications machine learning competitions |
| gptkbp:performance |
face recognition algorithms
attribute classification algorithms image synthesis algorithms |
| gptkbp:provides |
40 attribute labels
|
| gptkbp:released_in |
gptkb:2015
|
| gptkbp:supports |
image generation tasks
attribute prediction tasks |
| gptkbp:used_for |
facial recognition
|
| gptkbp:used_in |
deep learning research
|
| gptkbp:bfsParent |
gptkb:VGGNet
|
| gptkbp:bfsLayer |
5
|