diff options
Diffstat (limited to 'site/content/pages/datasets/lfw/index.md')
| -rw-r--r-- | site/content/pages/datasets/lfw/index.md | 56 |
1 files changed, 21 insertions, 35 deletions
diff --git a/site/content/pages/datasets/lfw/index.md b/site/content/pages/datasets/lfw/index.md index a8c8e2eb..5d90e87f 100644 --- a/site/content/pages/datasets/lfw/index.md +++ b/site/content/pages/datasets/lfw/index.md @@ -1,6 +1,6 @@ ------------ -status: published +status: draft title: Labeled Faces in The Wild desc: <span class="dataset-name">Labeled Faces in The Wild (LFW)</span> is the first facial recognition dataset created entirely from online photos subdesc: It includes 13,456 images of 4,432 people's images copied from the Internet during 2002-2004 and is the most frequently used dataset in the world for benchmarking face recognition algorithms. @@ -13,26 +13,12 @@ authors: Adam Harvey ------------ -### sidebar - -+ Created: 2002 – 2004 -+ Images: 13,233 -+ Identities: 5,749 -+ Origin: Yahoo! News Images -+ Used by: Facebook, Google, Microsoft, Baidu, Tencent, SenseTime, Face++, CIA, NSA, IARPA -+ Website: <a href="http://vis-www.cs.umass.edu/lfw">umass.edu</a> - -- There are about 3 men for every 1 woman in the LFW dataset[^lfw_www] -- The person with the most images is [George W. Bush](http://vis-www.cs.umass.edu/lfw/person/George_W_Bush_comp.html) with 530 -- There are about 3 George W. Bush's for every 1 [Tony Blair](http://vis-www.cs.umass.edu/lfw/person/Tony_Blair.html) -- The LFW dataset includes over 500 actors, 30 models, 10 presidents, 124 basketball players, 24 football players, 11 kings, 7 queens, and 1 [Moby](http://vis-www.cs.umass.edu/lfw/person/Moby.html) -- In all 3 of the LFW publications [^lfw_original_paper], [^lfw_survey], [^lfw_tech_report] the words "ethics", "consent", and "privacy" appear 0 times -- The word "future" appears 71 times -- \* denotes partial funding for related research - ## Labeled Faces in the Wild -(PAGE UNDER DEVELOPMENT) +### sidebar +### end sidebar + +[ PAGE UNDER DEVELOPMENT ] *Labeled Faces in The Wild* (LFW) is "a database of face photographs designed for studying the problem of unconstrained face recognition[^lfw_www]. It is used to evaluate and improve the performance of facial recognition algorithms in academic, commercial, and government research. According to BiometricUpdate.com[^lfw_pingan], LFW is "the most widely used evaluation set in the field of facial recognition, LFW attracts a few dozen teams from around the globe including Google, Facebook, Microsoft Research Asia, Baidu, Tencent, SenseTime, Face++ and Chinese University of Hong Kong." @@ -48,16 +34,10 @@ The *Names and Faces* dataset was the first face recognition dataset created ent The *Names and Faces* dataset was the first face recognition dataset created entire from online photos. However, *Names and Faces* and *LFW* are not the first face recognition dataset created entirely "in the wild". That title belongs to the [UCD dataset](/datasets/ucd_faces/). Images obtained "in the wild" means using an image without explicit consent or awareness from the subject or photographer. -{% include 'map.html' %} - -{% include 'chart.html' %} - -{% include 'piechart.html' %} +{% include 'dashboard.html' %} {% include 'supplementary_header.html' %} -{% include 'citations.html' %} - ### Commercial Use @@ -69,15 +49,6 @@ name_display, company_url, example_url, country, description ``` -Research, text, and graphics ©Adam Harvey / megapixels.cc - -------- - -Ignore text below these lines - -------- - - ### Research - "In our experiments, we used 10000 images and associated captions from the Faces in the wilddata set [3]." @@ -98,6 +69,21 @@ Ignore text below these lines - The dataset includes 2 images of [George Tenet](http://vis-www.cs.umass.edu/lfw/person/George_Tenet.html), the former Director of Central Intelligence (DCI) for the Central Intelligence Agency whose facial biometrics were eventually used to help train facial recognition software in China and Russia - ./15/155205b8e288fd49bf203135871d66de879c8c04/paper.txt shows usage by DSTO Australia, supported parimal@iisc.ac.in ++ Created: 2002 – 2004 ++ Images: 13,233 ++ Identities: 5,749 ++ Origin: Yahoo! News Images ++ Used by: Facebook, Google, Microsoft, Baidu, Tencent, SenseTime, Face++, CIA, NSA, IARPA ++ Website: <a href="http://vis-www.cs.umass.edu/lfw">umass.edu</a> + +- There are about 3 men for every 1 woman in the LFW dataset[^lfw_www] +- The person with the most images is [George W. Bush](http://vis-www.cs.umass.edu/lfw/person/George_W_Bush_comp.html) with 530 +- There are about 3 George W. Bush's for every 1 [Tony Blair](http://vis-www.cs.umass.edu/lfw/person/Tony_Blair.html) +- The LFW dataset includes over 500 actors, 30 models, 10 presidents, 124 basketball players, 24 football players, 11 kings, 7 queens, and 1 [Moby](http://vis-www.cs.umass.edu/lfw/person/Moby.html) +- In all 3 of the LFW publications [^lfw_original_paper], [^lfw_survey], [^lfw_tech_report] the words "ethics", "consent", and "privacy" appear 0 times +- The word "future" appears 71 times +- \* denotes partial funding for related research + ### Footnotes [^lfw_www]: <http://vis-www.cs.umass.edu/lfw/results.html> |