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| author | adamhrv <adam@ahprojects.com> | 2019-07-04 02:16:25 +0200 |
|---|---|---|
| committer | adamhrv <adam@ahprojects.com> | 2019-07-04 02:16:25 +0200 |
| commit | 563cb9b02a3c6de5a5710e5f0734d30810e6a5a5 (patch) | |
| tree | ba19edbdf8af5734bb0052b2ab6b0dbc884aec64 /site | |
| parent | 2816f045090b99f48f0b26d305eee27e1ab94d85 (diff) | |
update msc
Diffstat (limited to 'site')
28 files changed, 833 insertions, 14 deletions
diff --git a/site/content/pages/about/news.md b/site/content/pages/about/news.md index c4af19f6..aabfafdf 100644 --- a/site/content/pages/about/news.md +++ b/site/content/pages/about/news.md @@ -28,6 +28,7 @@ Since launching MegaPixels in April 2019, several of the datasets mentioned have ##### June 2019 +- June 26: The Atlantic on datasets, and research ethics: [Universities Record Students on Campuses for Research](https://www.theatlantic.com/technology/archive/2019/06/universities-record-students-campuses-research/592537/) by Sidney Fussell - June 24: Les Echos (FR) writes about MS Celeb dataset and [Le mariage explosif de nos données et de l'IA](https://www.lesechos.fr/tech-medias/intelligence-artificielle/le-mariage-explosif-de-nos-donnees-et-de-lia-1031813) (The explosive combination of our data and AI) - June 22: La Stamp (Italy) [writes about Microsoft's removal of the MS Celeb dataset](https://www.lastampa.it/2019/06/22/tecnologia/microsoft-ha-cancellato-il-suo-database-per-il-riconoscimento-facciale-PWwLGmpO1fKQdykMZVBd9H/pagina.html) - June 15: De Tijd (Belgium) [writes about Brainwash head dataset](https://www.tijd.be/dossier/legrandinconnu/brainwash/10136670.html) diff --git a/site/content/pages/datasets/adience/assets/background.jpg b/site/content/pages/datasets/adience/assets/background.jpg Binary files differnew file mode 100755 index 00000000..6958a2b2 --- /dev/null +++ b/site/content/pages/datasets/adience/assets/background.jpg diff --git a/site/content/pages/datasets/adience/assets/index.jpg b/site/content/pages/datasets/adience/assets/index.jpg Binary files differnew file mode 100755 index 00000000..7268d6ad --- /dev/null +++ b/site/content/pages/datasets/adience/assets/index.jpg diff --git a/site/content/pages/datasets/adience/index.md b/site/content/pages/datasets/adience/index.md new file mode 100644 index 00000000..12cf539a --- /dev/null +++ b/site/content/pages/datasets/adience/index.md @@ -0,0 +1,30 @@ +------------ + +status: draft +title: Adience +desc: Adience ... +subdesc: Adience ... +slug: adience +cssclass: dataset +image: assets/background.jpg +year: 2016 +published: 2019-4-18 +updated: 2019-4-18 +authors: Adam Harvey + +------------ + +## Adience + +### sidebar +### end sidebar + +[ page under development ] + +{% include 'dashboard.html' %} + +{% include 'supplementary_header.html' %} + +{% include 'cite_our_work.html' %} + +### Footnotes diff --git a/site/content/pages/datasets/lfpw/assets/background.jpg b/site/content/pages/datasets/lfpw/assets/background.jpg Binary files differnew file mode 100755 index 00000000..6958a2b2 --- /dev/null +++ b/site/content/pages/datasets/lfpw/assets/background.jpg diff --git a/site/content/pages/datasets/megaface/assets/ijb_c_montage.jpg b/site/content/pages/datasets/lfpw/assets/ijb_c_montage.jpg Binary files differindex 3b5a0e40..3b5a0e40 100755 --- a/site/content/pages/datasets/megaface/assets/ijb_c_montage.jpg +++ b/site/content/pages/datasets/lfpw/assets/ijb_c_montage.jpg diff --git a/site/content/pages/datasets/lfpw/assets/index.jpg b/site/content/pages/datasets/lfpw/assets/index.jpg Binary files differnew file mode 100755 index 00000000..7268d6ad --- /dev/null +++ b/site/content/pages/datasets/lfpw/assets/index.jpg diff --git a/site/content/pages/datasets/lfpw/index.md b/site/content/pages/datasets/lfpw/index.md new file mode 100644 index 00000000..1021d490 --- /dev/null +++ b/site/content/pages/datasets/lfpw/index.md @@ -0,0 +1,30 @@ +------------ + +status: draft +title: Labeled Face Parts in the Wild Dataset +desc: Labeled Face Parts in the Wild Dataset +subdesc: Labeled Face Parts in the Wild ... +slug: lfpw +cssclass: dataset +image: assets/background.jpg +year: 2000 +published: 2019-4-18 +updated: 2019-4-18 +authors: Adam Harvey + +------------ + +## Labeled Face Parts in the Wild + +### sidebar +### end sidebar + +[ page under development ] + +{% include 'dashboard.html' %} + +{% include 'supplementary_header.html' %} + +{% include 'cite_our_work.html' %} + +### Footnotes diff --git a/site/content/pages/datasets/pipa/assets/background.jpg b/site/content/pages/datasets/pipa/assets/background.jpg Binary files differnew file mode 100755 index 00000000..6958a2b2 --- /dev/null +++ b/site/content/pages/datasets/pipa/assets/background.jpg diff --git a/site/content/pages/datasets/pipa/assets/index.jpg b/site/content/pages/datasets/pipa/assets/index.jpg Binary files differnew file mode 100755 index 00000000..7268d6ad --- /dev/null +++ b/site/content/pages/datasets/pipa/assets/index.jpg diff --git a/site/content/pages/datasets/pipa/index.md b/site/content/pages/datasets/pipa/index.md new file mode 100644 index 00000000..ca30b693 --- /dev/null +++ b/site/content/pages/datasets/pipa/index.md @@ -0,0 +1,30 @@ +------------ + +status: draft +title: PIPA +desc: PIPA ... +subdesc: PIPA ... +slug: pipa +cssclass: dataset +image: assets/background.jpg +year: 2016 +published: 2019-4-18 +updated: 2019-4-18 +authors: Adam Harvey + +------------ + +## MegaFace + +### sidebar +### end sidebar + +[ page under development ] + +{% include 'dashboard.html' %} + +{% include 'supplementary_header.html' %} + +{% include 'cite_our_work.html' %} + +### Footnotes diff --git a/site/content/pages/datasets/vgg_face/assets/background.jpg b/site/content/pages/datasets/vgg_face/assets/background.jpg Binary files differnew file mode 100755 index 00000000..6958a2b2 --- /dev/null +++ b/site/content/pages/datasets/vgg_face/assets/background.jpg diff --git a/site/content/pages/datasets/vgg_face/assets/ijb_c_montage.jpg b/site/content/pages/datasets/vgg_face/assets/ijb_c_montage.jpg Binary files differnew file mode 100755 index 00000000..3b5a0e40 --- /dev/null +++ b/site/content/pages/datasets/vgg_face/assets/ijb_c_montage.jpg diff --git a/site/content/pages/datasets/vgg_face/assets/index.jpg b/site/content/pages/datasets/vgg_face/assets/index.jpg Binary files differnew file mode 100755 index 00000000..7268d6ad --- /dev/null +++ b/site/content/pages/datasets/vgg_face/assets/index.jpg diff --git a/site/content/pages/datasets/vgg_face/index.md b/site/content/pages/datasets/vgg_face/index.md new file mode 100644 index 00000000..2424f1ff --- /dev/null +++ b/site/content/pages/datasets/vgg_face/index.md @@ -0,0 +1,30 @@ +------------ + +status: draft +title: VGG Face +desc: VGG Face Dataset +subdesc: VGG Face ... +slug: vgg_face +cssclass: dataset +image: assets/background.jpg +year: 2016 +published: 2019-4-18 +updated: 2019-4-18 +authors: Adam Harvey + +------------ + +## MegaFace + +### sidebar +### end sidebar + +[ page under development ] + +{% include 'dashboard.html' %} + +{% include 'supplementary_header.html' %} + +{% include 'cite_our_work.html' %} + +### Footnotes diff --git a/site/content/pages/research/munich_security_conference/assets/.~lock.megapixels_origins_top.csv# b/site/content/pages/research/munich_security_conference/assets/.~lock.megapixels_origins_top.csv# new file mode 100644 index 00000000..67d3dee6 --- /dev/null +++ b/site/content/pages/research/munich_security_conference/assets/.~lock.megapixels_origins_top.csv# @@ -0,0 +1 @@ +,adam,adam,03.07.2019 20:24,file:///home/adam/.config/libreoffice/4;
\ No newline at end of file diff --git a/site/content/pages/research/munich_security_conference/assets/7118211377.jpg b/site/content/pages/research/munich_security_conference/assets/7118211377.jpg Binary files differnew file mode 100755 index 00000000..191126ac --- /dev/null +++ b/site/content/pages/research/munich_security_conference/assets/7118211377.jpg diff --git a/site/content/pages/research/munich_security_conference/assets/7645865468.jpg b/site/content/pages/research/munich_security_conference/assets/7645865468.jpg Binary files differnew file mode 100755 index 00000000..da7c0973 --- /dev/null +++ b/site/content/pages/research/munich_security_conference/assets/7645865468.jpg diff --git a/site/content/pages/research/munich_security_conference/assets/embassy_counts_public.csv b/site/content/pages/research/munich_security_conference/assets/embassy_counts_public.csv index 95f2a385..f2da20a1 100644 --- a/site/content/pages/research/munich_security_conference/assets/embassy_counts_public.csv +++ b/site/content/pages/research/munich_security_conference/assets/embassy_counts_public.csv @@ -14,11 +14,9 @@ images,datasets,name,nsid,page_url,guest,host 575,MegaFace,US Embassy Jerusalem,46886434@N04,https://flickr.com/photos/usembassyta,US,IL 161,MegaFace,US Embassy Peru,47960858@N05,https://flickr.com/photos/usembassyperu,US,PE 167,MegaFace,US Embassy Romania,48014303@N07,https://flickr.com/photos/usembassyromania,US,RO -12,MegaFace,US Consulate General St. Petersburg,50747072@N03,https://flickr.com/photos/otkroyameriku,US,RU 66,MegaFace,"US Embassy Valletta, Malta ",51226353@N03,https://flickr.com/photos/usembmalta,US,MT 126,MegaFace,US Embassy Pakistan,54908604@N08,https://flickr.com/photos/usembpak,US,PK 71,MegaFace,US Embassy Astana,56012209@N02,https://flickr.com/photos/usembassyastana,US,KZ -151,MegaFace,US Consulate General Chennai,57055875@N05,https://flickr.com/photos/usconsulatechennai,US,IN 496,MegaFace,Italian Embassy US,61919533@N06,https://flickr.com/photos/italianembassy,IT,US 27,MegaFace,"US Embassy Kingston, Jamaica",77404700@N02,https://flickr.com/photos/kingstonja,US,JM 49,MegaFace,French Embassy US,77962547@N07,https://flickr.com/photos/franceintheus,FR,US @@ -47,7 +45,6 @@ images,datasets,name,nsid,page_url,guest,host 2,IBM DiF,Finnish Embassy Berlin,63737276@N03,https://flickr.com/photos/botschaftvonfinnland,FI,DE 7,IBM DiF,US Embassy Tokyo,41088260@N06,https://flickr.com/photos/usembassytokyo,US,JP 18,IBM DiF,US Embassy Canada,38144472@N04,https://flickr.com/photos/us_mission_canada,US,CA -4,IBM DiF,US Consulate General Chennai,57055875@N05,https://flickr.com/photos/usconsulatechennai,US,IN 2,IBM DiF,US Embassy Paraguay,43931004@N08,https://flickr.com/photos/laembajada,US,PY 5,IBM DiF,US Embassy Italy,48297107@N03,https://flickr.com/photos/ambasciatausa,US,IT 5,IBM DiF,"US Embassy Valletta, Malta ",51226353@N03,https://flickr.com/photos/usembmalta,US,MT diff --git a/site/content/pages/research/munich_security_conference/assets/embassy_counts_summary_dataset.csv b/site/content/pages/research/munich_security_conference/assets/embassy_counts_summary_dataset.csv index 3a439821..27fbe7fa 100755 --- a/site/content/pages/research/munich_security_conference/assets/embassy_counts_summary_dataset.csv +++ b/site/content/pages/research/munich_security_conference/assets/embassy_counts_summary_dataset.csv @@ -1,5 +1,5 @@ dataset,images IBM Diversity in Faces,389 -MegaFace,5679 +MegaFace,5667 VGG Face,1 -Who Goes There,2372
\ No newline at end of file +Who Goes There,2372 diff --git a/site/content/pages/research/munich_security_conference/assets/megapixels_origins_top.csv b/site/content/pages/research/munich_security_conference/assets/megapixels_origins_top.csv index ae6e8f11..705b8bcf 100755 --- a/site/content/pages/research/munich_security_conference/assets/megapixels_origins_top.csv +++ b/site/content/pages/research/munich_security_conference/assets/megapixels_origins_top.csv @@ -1,8 +1,8 @@ source,images -Internet Search Engines,15063600 +Search Engines,15063600 Flickr.com,5891944 Internet Movie Database (IMDB.com),2625705 CCTV,479656 Wikimedia.org,91750 Mugshots,56634 -YouTube.com,15944
\ No newline at end of file +YouTube.com,15944 diff --git a/site/content/pages/research/munich_security_conference/index.md b/site/content/pages/research/munich_security_conference/index.md index c4c6a70c..5c153bc9 100644 --- a/site/content/pages/research/munich_security_conference/index.md +++ b/site/content/pages/research/munich_security_conference/index.md @@ -44,7 +44,7 @@ Next we manually verified 1,134 publicly available research papers that cite the ``` single_pie_chart /site/research/munich_security_conference/assets/megapixels_origins_top.csv -Caption: Sources of Publicly Available Non-Cooperative Face Image Training Data 2006 - 2018 +Caption: Sources of Publicly Available Face Image Training Data 2006 - 2018 Top: 10 OtherLabel: Other ``` @@ -60,9 +60,9 @@ OtherLabel: Other === end columns -### 6,000 Embassy Photos Being Used To Train Facial Recognition +### Over 6,000 Embassy Photos Found in Facial Recognition Training Datasets -Of the 5.8 million Flickr images we found over 6,000 public photos from Embassy Flickr accounts were used to train facial recognition technologies. These images were used in the MegaFace and IBM Diversity in Faces datasets. Over 2,000 more images were included in the Who Goes There dataset, used for facial ethnicity analysis research. A few of the embassy images found in facial recognition datasets are shown below. +Of the 5.8 million Flickr images in publicly available face recognition training datasets there were over 6,000 photos from Embassy Flickr accounts. These images were mainly used in the MegaFace and IBM Diversity in Faces datasets. Over 2,000 more images were included in the Who Goes There dataset, used for facial ethnicity analysis research for a total over 8,000 embassy images used in facial analysis studies. A few of the embassy images found in facial recognition datasets are shown below. === columns 2 @@ -91,6 +91,9 @@ Colors: categoryRainbow  + + + This brief research aims to shed light on the emerging politics of data. A photo is no longer just a photo when it can also be surveillance training data, and datasets can no longer be separated from the development of software when software is now built with data. "Our relationship to computers has changed", says Geoffrey Hinton, one of the founders of modern day neural networks and deep learning. "Instead of programming them, we now show them and they figure it out."[^hinton]. @@ -116,6 +119,9 @@ load_file /site/research/munich_security_conference/assets/embassy_counts_public Headings: Images, Dataset, Embassy, Flickr ID, URL, Guest, Host ``` + +The list of of embassies used for this analysis are from the [U.S. Department of State’s Social Media Presence List](https://www.state.gov/global-social-media-presence/) combined with manual search results. In some cases, the official U.S. Dept. of State list describes consulates and missions as embassies. For example, the US Consulate Munich, the US Mission Canada and is marked as "EMBASSY". Only consulates and missions listed as embassies by the U.S. Dept. of State list are included in this analysis. + {% include 'cite_our_work.html' %} ### Footnotes diff --git a/site/public/about/news/index.html b/site/public/about/news/index.html index de44468e..ed3111fc 100644 --- a/site/public/about/news/index.html +++ b/site/public/about/news/index.html @@ -66,6 +66,7 @@ </section><p>Since launching MegaPixels in April 2019, several of the datasets mentioned have disappeared and one surveillance workshop was canceled (then uncanceled).B elow is a timeline of events, responses, reactions, and press:</p> <h5>June 2019</h5> <ul> +<li>June 26: The Atlantic on datasets, and research ethics: <a href="https://www.theatlantic.com/technology/archive/2019/06/universities-record-students-campuses-research/592537/">Universities Record Students on Campuses for Research</a> by Sidney Fussell</li> <li>June 24: Les Echos (FR) writes about MS Celeb dataset and <a href="https://www.lesechos.fr/tech-medias/intelligence-artificielle/le-mariage-explosif-de-nos-donnees-et-de-lia-1031813">Le mariage explosif de nos données et de l'IA</a> (The explosive combination of our data and AI)</li> <li>June 22: La Stamp (Italy) <a href="https://www.lastampa.it/2019/06/22/tecnologia/microsoft-ha-cancellato-il-suo-database-per-il-riconoscimento-facciale-PWwLGmpO1fKQdykMZVBd9H/pagina.html">writes about Microsoft's removal of the MS Celeb dataset</a></li> <li>June 15: De Tijd (Belgium) <a href="https://www.tijd.be/dossier/legrandinconnu/brainwash/10136670.html">writes about Brainwash head dataset</a></li> diff --git a/site/public/datasets/adience/index.html b/site/public/datasets/adience/index.html new file mode 100644 index 00000000..b2aa2733 --- /dev/null +++ b/site/public/datasets/adience/index.html @@ -0,0 +1,175 @@ +<!doctype html> +<html> +<head> + <title>MegaPixels: Adience</title> + <meta charset="utf-8" /> + <meta name="author" content="Adam Harvey" /> + <meta name="description" content="Adience ..." /> + <meta property="og:title" content="MegaPixels: Adience"/> + <meta property="og:type" content="website"/> + <meta property="og:summary" content="MegaPixels is an art and research project about face recognition datasets created \"in the wild\"/> + <meta property="og:image" content="https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/adience/assets/background.jpg" /> + <meta property="og:url" content="https://megapixels.cc/datasets/adience/"/> + <meta property="og:site_name" content="MegaPixels" /> + <meta name="referrer" content="no-referrer" /> + <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no"/> + <meta name="apple-mobile-web-app-status-bar-style" content="black"> + <meta name="apple-mobile-web-app-capable" content="yes"> + + <link rel="apple-touch-icon" sizes="57x57" href="/assets/img/favicon/apple-icon-57x57.png"> + <link rel="apple-touch-icon" sizes="60x60" href="/assets/img/favicon/apple-icon-60x60.png"> + <link rel="apple-touch-icon" sizes="72x72" href="/assets/img/favicon/apple-icon-72x72.png"> + <link rel="apple-touch-icon" sizes="76x76" href="/assets/img/favicon/apple-icon-76x76.png"> + <link rel="apple-touch-icon" sizes="114x114" href="/assets/img/favicon/apple-icon-114x114.png"> + <link rel="apple-touch-icon" sizes="120x120" href="/assets/img/favicon/apple-icon-120x120.png"> + <link rel="apple-touch-icon" sizes="144x144" href="/assets/img/favicon/apple-icon-144x144.png"> + <link rel="apple-touch-icon" sizes="152x152" href="/assets/img/favicon/apple-icon-152x152.png"> + <link rel="apple-touch-icon" sizes="180x180" href="/assets/img/favicon/apple-icon-180x180.png"> + <link rel="icon" type="image/png" sizes="192x192" href="/assets/img/favicon/android-icon-192x192.png"> + <link rel="icon" type="image/png" sizes="32x32" href="/assets/img/favicon/favicon-32x32.png"> + <link rel="icon" type="image/png" sizes="96x96" href="/assets/img/favicon/favicon-96x96.png"> + <link rel="icon" type="image/png" sizes="16x16" href="/assets/img/favicon/favicon-16x16.png"> + <link rel="manifest" href="/assets/img/favicon/manifest.json"> + <meta name="msapplication-TileColor" content="#ffffff"> + <meta name="msapplication-TileImage" content="/ms-icon-144x144.png"> + <meta name="theme-color" content="#ffffff"> + + <link rel='stylesheet' href='/assets/css/fonts.css' /> + <link rel='stylesheet' href='/assets/css/css.css' /> + <link rel='stylesheet' href='/assets/css/leaflet.css' /> + <link rel='stylesheet' href='/assets/css/applets.css' /> + <link rel='stylesheet' href='/assets/css/mobile.css' /> +</head> +<body> + <header> + <a class='slogan' href="/"> + <div class='logo'></div> + <div class='site_name'>MegaPixels</div> + <div class='page_name'>Adience Benchmark Dataset</div> + </a> + <div class='links'> + <a href="/datasets/">Datasets</a> + <a href="/about/">About</a> + <a href="/research">Research</a> + </div> + </header> + <div class="content content-dataset"> + + <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/adience/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'>Adience ...</span></div><div class='hero_subdesc'><span class='bgpad'>Adience ... +</span></div></div></section><section><h2>Adience</h2> +</section><section><div class='right-sidebar'><div class='meta'> + <div class='gray'>Published</div> + <div>2014</div> + </div><div class='meta'> + <div class='gray'>Images</div> + <div>26,580 </div> + </div><div class='meta'> + <div class='gray'>Identities</div> + <div>2,298 </div> + </div><div class='meta'> + <div class='gray'>Purpose</div> + <div>Age and gender estimation</div> + </div><div class='meta'> + <div class='gray'>Download Size</div> + <div>1.34 GB</div> + </div><div class='meta'> + <div class='gray'>Website</div> + <div><a href='http://www.openu.ac.il/home/hassner/Adience/data.html' target='_blank' rel='nofollow noopener'>openu.ac.il</a></div> + </div></div><p>[ page under development ]</p> +</section><section> + <h3>Who used Adience Benchmark Dataset?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> + + <h3>Information Supply chain</h3> + + <p> + To help understand how Adience Benchmark Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Adience Benchmark was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. + </p> + + </section> + +<section class="applet_container fullwidth"> + <div class="applet" data-payload="{"command": "map"}"></div> +</section> + +<div class="caption"> + <ul class="map-legend"> + <li class="edu">Academic</li> + <li class="com">Commercial</li> + <li class="gov">Military / Government</li> + </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div> + + +<section class="applet_container"> + + <h3>Dataset Citations</h3> + <p> + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. If you use our data, please <a href="/about/attribution">cite our work</a>. + </p> + + <div class="applet" data-payload="{"command": "citations"}"></div> +</section><section> + + <div class="hr-wave-holder"> + <div class="hr-wave-line hr-wave-line1"></div> + <div class="hr-wave-line hr-wave-line2"></div> + </div> + + <h2>Supplementary Information</h2> + +</section><section> + + <h4>Cite Our Work</h4> + <p> + + If you find this analysis helpful, please cite our work: + +<pre id="cite-bibtex"> +@online{megapixels, + author = {Harvey, Adam. LaPlace, Jules.}, + title = {MegaPixels: Origins, Ethics, and Privacy Implications of Publicly Available Face Recognition Image Datasets}, + year = 2019, + url = {https://megapixels.cc/}, + urldate = {2019-04-18} +}</pre> + + </p> +</section> + + </div> + <footer> + <ul class="footer-left"> + <li><a href="/">MegaPixels.cc</a></li> + <li><a href="/datasets/">Datasets</a></li> + <li><a href="/about/">About</a></li> + <li><a href="/about/news/">News</a></li> + <li><a href="/about/legal/">Legal & Privacy</a></li> + </ul> + <ul class="footer-right"> + <li>MegaPixels ©2017-19 <a href="https://ahprojects.com">Adam R. Harvey</a></li> + <li>Made with support from <a href="https://mozilla.org">Mozilla</a></li> + </ul> + </footer> +</body> + +<script src="/assets/js/dist/index.js"></script> +</html>
\ No newline at end of file diff --git a/site/public/datasets/lfpw/index.html b/site/public/datasets/lfpw/index.html new file mode 100644 index 00000000..f2ddc636 --- /dev/null +++ b/site/public/datasets/lfpw/index.html @@ -0,0 +1,169 @@ +<!doctype html> +<html> +<head> + <title>MegaPixels: Labeled Face Parts in the Wild Dataset</title> + <meta charset="utf-8" /> + <meta name="author" content="Adam Harvey" /> + <meta name="description" content="Labeled Face Parts in the Wild Dataset" /> + <meta property="og:title" content="MegaPixels: Labeled Face Parts in the Wild Dataset"/> + <meta property="og:type" content="website"/> + <meta property="og:summary" content="MegaPixels is an art and research project about face recognition datasets created \"in the wild\"/> + <meta property="og:image" content="https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/lfpw/assets/background.jpg" /> + <meta property="og:url" content="https://megapixels.cc/datasets/lfpw/"/> + <meta property="og:site_name" content="MegaPixels" /> + <meta name="referrer" content="no-referrer" /> + <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no"/> + <meta name="apple-mobile-web-app-status-bar-style" content="black"> + <meta name="apple-mobile-web-app-capable" content="yes"> + + <link rel="apple-touch-icon" sizes="57x57" href="/assets/img/favicon/apple-icon-57x57.png"> + <link rel="apple-touch-icon" sizes="60x60" href="/assets/img/favicon/apple-icon-60x60.png"> + <link rel="apple-touch-icon" sizes="72x72" href="/assets/img/favicon/apple-icon-72x72.png"> + <link rel="apple-touch-icon" sizes="76x76" href="/assets/img/favicon/apple-icon-76x76.png"> + <link rel="apple-touch-icon" sizes="114x114" href="/assets/img/favicon/apple-icon-114x114.png"> + <link rel="apple-touch-icon" sizes="120x120" href="/assets/img/favicon/apple-icon-120x120.png"> + <link rel="apple-touch-icon" sizes="144x144" href="/assets/img/favicon/apple-icon-144x144.png"> + <link rel="apple-touch-icon" sizes="152x152" href="/assets/img/favicon/apple-icon-152x152.png"> + <link rel="apple-touch-icon" sizes="180x180" href="/assets/img/favicon/apple-icon-180x180.png"> + <link rel="icon" type="image/png" sizes="192x192" href="/assets/img/favicon/android-icon-192x192.png"> + <link rel="icon" type="image/png" sizes="32x32" href="/assets/img/favicon/favicon-32x32.png"> + <link rel="icon" type="image/png" sizes="96x96" href="/assets/img/favicon/favicon-96x96.png"> + <link rel="icon" type="image/png" sizes="16x16" href="/assets/img/favicon/favicon-16x16.png"> + <link rel="manifest" href="/assets/img/favicon/manifest.json"> + <meta name="msapplication-TileColor" content="#ffffff"> + <meta name="msapplication-TileImage" content="/ms-icon-144x144.png"> + <meta name="theme-color" content="#ffffff"> + + <link rel='stylesheet' href='/assets/css/fonts.css' /> + <link rel='stylesheet' href='/assets/css/css.css' /> + <link rel='stylesheet' href='/assets/css/leaflet.css' /> + <link rel='stylesheet' href='/assets/css/applets.css' /> + <link rel='stylesheet' href='/assets/css/mobile.css' /> +</head> +<body> + <header> + <a class='slogan' href="/"> + <div class='logo'></div> + <div class='site_name'>MegaPixels</div> + <div class='page_name'>LFPW</div> + </a> + <div class='links'> + <a href="/datasets/">Datasets</a> + <a href="/about/">About</a> + <a href="/research">Research</a> + </div> + </header> + <div class="content content-dataset"> + + <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/lfpw/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'>Labeled Face Parts in the Wild Dataset</span></div><div class='hero_subdesc'><span class='bgpad'>Labeled Face Parts in the Wild ... +</span></div></div></section><section><h2>Labeled Face Parts in the Wild</h2> +</section><section><div class='right-sidebar'><div class='meta'> + <div class='gray'>Published</div> + <div>2011</div> + </div><div class='meta'> + <div class='gray'>Images</div> + <div>1,433 </div> + </div><div class='meta'> + <div class='gray'>Funded by</div> + <div>CIA</div> + </div><div class='meta'> + <div class='gray'>Website</div> + <div><a href='http://neerajkumar.org/databases/lfpw/' target='_blank' rel='nofollow noopener'>neerajkumar.org</a></div> + </div></div><p>[ page under development ]</p> +</section><section> + <h3>Who used LFPW?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> + + <h3>Information Supply chain</h3> + + <p> + To help understand how LFPW has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Labeled Face Parts in the Wild was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. + </p> + + </section> + +<section class="applet_container fullwidth"> + <div class="applet" data-payload="{"command": "map"}"></div> +</section> + +<div class="caption"> + <ul class="map-legend"> + <li class="edu">Academic</li> + <li class="com">Commercial</li> + <li class="gov">Military / Government</li> + </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div> + + +<section class="applet_container"> + + <h3>Dataset Citations</h3> + <p> + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. If you use our data, please <a href="/about/attribution">cite our work</a>. + </p> + + <div class="applet" data-payload="{"command": "citations"}"></div> +</section><section> + + <div class="hr-wave-holder"> + <div class="hr-wave-line hr-wave-line1"></div> + <div class="hr-wave-line hr-wave-line2"></div> + </div> + + <h2>Supplementary Information</h2> + +</section><section> + + <h4>Cite Our Work</h4> + <p> + + If you find this analysis helpful, please cite our work: + +<pre id="cite-bibtex"> +@online{megapixels, + author = {Harvey, Adam. LaPlace, Jules.}, + title = {MegaPixels: Origins, Ethics, and Privacy Implications of Publicly Available Face Recognition Image Datasets}, + year = 2019, + url = {https://megapixels.cc/}, + urldate = {2019-04-18} +}</pre> + + </p> +</section> + + </div> + <footer> + <ul class="footer-left"> + <li><a href="/">MegaPixels.cc</a></li> + <li><a href="/datasets/">Datasets</a></li> + <li><a href="/about/">About</a></li> + <li><a href="/about/news/">News</a></li> + <li><a href="/about/legal/">Legal & Privacy</a></li> + </ul> + <ul class="footer-right"> + <li>MegaPixels ©2017-19 <a href="https://ahprojects.com">Adam R. Harvey</a></li> + <li>Made with support from <a href="https://mozilla.org">Mozilla</a></li> + </ul> + </footer> +</body> + +<script src="/assets/js/dist/index.js"></script> +</html>
\ No newline at end of file diff --git a/site/public/datasets/megaface (copy)/index.html b/site/public/datasets/megaface (copy)/index.html new file mode 100644 index 00000000..139950a6 --- /dev/null +++ b/site/public/datasets/megaface (copy)/index.html @@ -0,0 +1,172 @@ +<!doctype html> +<html> +<head> + <title>MegaPixels: MegaFace</title> + <meta charset="utf-8" /> + <meta name="author" content="Adam Harvey" /> + <meta name="description" content="MegaFace Dataset" /> + <meta property="og:title" content="MegaPixels: MegaFace"/> + <meta property="og:type" content="website"/> + <meta property="og:summary" content="MegaPixels is an art and research project about face recognition datasets created \"in the wild\"/> + <meta property="og:image" content="https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/megaface (copy)/assets/background.jpg" /> + <meta property="og:url" content="https://megapixels.cc/datasets/megaface (copy)/"/> + <meta property="og:site_name" content="MegaPixels" /> + <meta name="referrer" content="no-referrer" /> + <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no"/> + <meta name="apple-mobile-web-app-status-bar-style" content="black"> + <meta name="apple-mobile-web-app-capable" content="yes"> + + <link rel="apple-touch-icon" sizes="57x57" href="/assets/img/favicon/apple-icon-57x57.png"> + <link rel="apple-touch-icon" sizes="60x60" href="/assets/img/favicon/apple-icon-60x60.png"> + <link rel="apple-touch-icon" sizes="72x72" href="/assets/img/favicon/apple-icon-72x72.png"> + <link rel="apple-touch-icon" sizes="76x76" href="/assets/img/favicon/apple-icon-76x76.png"> + <link rel="apple-touch-icon" sizes="114x114" href="/assets/img/favicon/apple-icon-114x114.png"> + <link rel="apple-touch-icon" sizes="120x120" href="/assets/img/favicon/apple-icon-120x120.png"> + <link rel="apple-touch-icon" sizes="144x144" href="/assets/img/favicon/apple-icon-144x144.png"> + <link rel="apple-touch-icon" sizes="152x152" href="/assets/img/favicon/apple-icon-152x152.png"> + <link rel="apple-touch-icon" sizes="180x180" href="/assets/img/favicon/apple-icon-180x180.png"> + <link rel="icon" type="image/png" sizes="192x192" href="/assets/img/favicon/android-icon-192x192.png"> + <link rel="icon" type="image/png" sizes="32x32" href="/assets/img/favicon/favicon-32x32.png"> + <link rel="icon" type="image/png" sizes="96x96" href="/assets/img/favicon/favicon-96x96.png"> + <link rel="icon" type="image/png" sizes="16x16" href="/assets/img/favicon/favicon-16x16.png"> + <link rel="manifest" href="/assets/img/favicon/manifest.json"> + <meta name="msapplication-TileColor" content="#ffffff"> + <meta name="msapplication-TileImage" content="/ms-icon-144x144.png"> + <meta name="theme-color" content="#ffffff"> + + <link rel='stylesheet' href='/assets/css/fonts.css' /> + <link rel='stylesheet' href='/assets/css/css.css' /> + <link rel='stylesheet' href='/assets/css/leaflet.css' /> + <link rel='stylesheet' href='/assets/css/applets.css' /> + <link rel='stylesheet' href='/assets/css/mobile.css' /> +</head> +<body> + <header> + <a class='slogan' href="/"> + <div class='logo'></div> + <div class='site_name'>MegaPixels</div> + <div class='page_name'>MegaFace Dataset</div> + </a> + <div class='links'> + <a href="/datasets/">Datasets</a> + <a href="/about/">About</a> + <a href="/research">Research</a> + </div> + </header> + <div class="content content-dataset"> + + <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/megaface (copy)/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'>MegaFace Dataset</span></div><div class='hero_subdesc'><span class='bgpad'>MegaFace contains 670K identities and 4.7M images +</span></div></div></section><section><h2>MegaFace</h2> +</section><section><div class='right-sidebar'><div class='meta'> + <div class='gray'>Published</div> + <div>2016</div> + </div><div class='meta'> + <div class='gray'>Images</div> + <div>4,753,520 </div> + </div><div class='meta'> + <div class='gray'>Identities</div> + <div>672,057 </div> + </div><div class='meta'> + <div class='gray'>Purpose</div> + <div>face recognition</div> + </div><div class='meta'> + <div class='gray'>Website</div> + <div><a href='http://megaface.cs.washington.edu/' target='_blank' rel='nofollow noopener'>washington.edu</a></div> + </div></div><p>[ page under development ]</p> +</section><section> + <h3>Who used MegaFace Dataset?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> + + <h3>Information Supply chain</h3> + + <p> + To help understand how MegaFace Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing MegaFace Dataset was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. + </p> + + </section> + +<section class="applet_container fullwidth"> + <div class="applet" data-payload="{"command": "map"}"></div> +</section> + +<div class="caption"> + <ul class="map-legend"> + <li class="edu">Academic</li> + <li class="com">Commercial</li> + <li class="gov">Military / Government</li> + </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div> + + +<section class="applet_container"> + + <h3>Dataset Citations</h3> + <p> + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. If you use our data, please <a href="/about/attribution">cite our work</a>. + </p> + + <div class="applet" data-payload="{"command": "citations"}"></div> +</section><section> + + <div class="hr-wave-holder"> + <div class="hr-wave-line hr-wave-line1"></div> + <div class="hr-wave-line hr-wave-line2"></div> + </div> + + <h2>Supplementary Information</h2> + +</section><section> + + <h4>Cite Our Work</h4> + <p> + + If you find this analysis helpful, please cite our work: + +<pre id="cite-bibtex"> +@online{megapixels, + author = {Harvey, Adam. LaPlace, Jules.}, + title = {MegaPixels: Origins, Ethics, and Privacy Implications of Publicly Available Face Recognition Image Datasets}, + year = 2019, + url = {https://megapixels.cc/}, + urldate = {2019-04-18} +}</pre> + + </p> +</section> + + </div> + <footer> + <ul class="footer-left"> + <li><a href="/">MegaPixels.cc</a></li> + <li><a href="/datasets/">Datasets</a></li> + <li><a href="/about/">About</a></li> + <li><a href="/about/news/">News</a></li> + <li><a href="/about/legal/">Legal & Privacy</a></li> + </ul> + <ul class="footer-right"> + <li>MegaPixels ©2017-19 <a href="https://ahprojects.com">Adam R. Harvey</a></li> + <li>Made with support from <a href="https://mozilla.org">Mozilla</a></li> + </ul> + </footer> +</body> + +<script src="/assets/js/dist/index.js"></script> +</html>
\ No newline at end of file diff --git a/site/public/datasets/pipa/index.html b/site/public/datasets/pipa/index.html new file mode 100644 index 00000000..95b288fb --- /dev/null +++ b/site/public/datasets/pipa/index.html @@ -0,0 +1,175 @@ +<!doctype html> +<html> +<head> + <title>MegaPixels: PIPA</title> + <meta charset="utf-8" /> + <meta name="author" content="Adam Harvey" /> + <meta name="description" content="PIPA ..." /> + <meta property="og:title" content="MegaPixels: PIPA"/> + <meta property="og:type" content="website"/> + <meta property="og:summary" content="MegaPixels is an art and research project about face recognition datasets created \"in the wild\"/> + <meta property="og:image" content="https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/pipa/assets/background.jpg" /> + <meta property="og:url" content="https://megapixels.cc/datasets/pipa/"/> + <meta property="og:site_name" content="MegaPixels" /> + <meta name="referrer" content="no-referrer" /> + <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no"/> + <meta name="apple-mobile-web-app-status-bar-style" content="black"> + <meta name="apple-mobile-web-app-capable" content="yes"> + + <link rel="apple-touch-icon" sizes="57x57" href="/assets/img/favicon/apple-icon-57x57.png"> + <link rel="apple-touch-icon" sizes="60x60" href="/assets/img/favicon/apple-icon-60x60.png"> + <link rel="apple-touch-icon" sizes="72x72" href="/assets/img/favicon/apple-icon-72x72.png"> + <link rel="apple-touch-icon" sizes="76x76" href="/assets/img/favicon/apple-icon-76x76.png"> + <link rel="apple-touch-icon" sizes="114x114" href="/assets/img/favicon/apple-icon-114x114.png"> + <link rel="apple-touch-icon" sizes="120x120" href="/assets/img/favicon/apple-icon-120x120.png"> + <link rel="apple-touch-icon" sizes="144x144" href="/assets/img/favicon/apple-icon-144x144.png"> + <link rel="apple-touch-icon" sizes="152x152" href="/assets/img/favicon/apple-icon-152x152.png"> + <link rel="apple-touch-icon" sizes="180x180" href="/assets/img/favicon/apple-icon-180x180.png"> + <link rel="icon" type="image/png" sizes="192x192" href="/assets/img/favicon/android-icon-192x192.png"> + <link rel="icon" type="image/png" sizes="32x32" href="/assets/img/favicon/favicon-32x32.png"> + <link rel="icon" type="image/png" sizes="96x96" href="/assets/img/favicon/favicon-96x96.png"> + <link rel="icon" type="image/png" sizes="16x16" href="/assets/img/favicon/favicon-16x16.png"> + <link rel="manifest" href="/assets/img/favicon/manifest.json"> + <meta name="msapplication-TileColor" content="#ffffff"> + <meta name="msapplication-TileImage" content="/ms-icon-144x144.png"> + <meta name="theme-color" content="#ffffff"> + + <link rel='stylesheet' href='/assets/css/fonts.css' /> + <link rel='stylesheet' href='/assets/css/css.css' /> + <link rel='stylesheet' href='/assets/css/leaflet.css' /> + <link rel='stylesheet' href='/assets/css/applets.css' /> + <link rel='stylesheet' href='/assets/css/mobile.css' /> +</head> +<body> + <header> + <a class='slogan' href="/"> + <div class='logo'></div> + <div class='site_name'>MegaPixels</div> + <div class='page_name'>PIPA Dataset</div> + </a> + <div class='links'> + <a href="/datasets/">Datasets</a> + <a href="/about/">About</a> + <a href="/research">Research</a> + </div> + </header> + <div class="content content-dataset"> + + <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/pipa/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'>PIPA ...</span></div><div class='hero_subdesc'><span class='bgpad'>PIPA ... +</span></div></div></section><section><h2>MegaFace</h2> +</section><section><div class='right-sidebar'><div class='meta'> + <div class='gray'>Published</div> + <div>2015</div> + </div><div class='meta'> + <div class='gray'>Images</div> + <div>37,107 </div> + </div><div class='meta'> + <div class='gray'>Identities</div> + <div>2,356 </div> + </div><div class='meta'> + <div class='gray'>Purpose</div> + <div>Face recognition</div> + </div><div class='meta'> + <div class='gray'>Download Size</div> + <div>12 GB</div> + </div><div class='meta'> + <div class='gray'>Website</div> + <div><a href='https://people.eecs.berkeley.edu/~nzhang/piper.html' target='_blank' rel='nofollow noopener'>berkeley.edu</a></div> + </div></div><p>[ page under development ]</p> +</section><section> + <h3>Who used PIPA Dataset?</h3> + + <p> + This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries. + </p> + + </section> + +<section class="applet_container"> +<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span> +</div> --> + <div class="applet" data-payload="{"command": "chart"}"></div> +</section> + +<section class="applet_container"> + <div class="applet" data-payload="{"command": "piechart"}"></div> +</section> + +<section> + + <h3>Information Supply chain</h3> + + <p> + To help understand how PIPA Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing People in Photo Albums Dataset was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location. + </p> + + </section> + +<section class="applet_container fullwidth"> + <div class="applet" data-payload="{"command": "map"}"></div> +</section> + +<div class="caption"> + <ul class="map-legend"> + <li class="edu">Academic</li> + <li class="com">Commercial</li> + <li class="gov">Military / Government</li> + </ul> + <div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div > +</div> + + +<section class="applet_container"> + + <h3>Dataset Citations</h3> + <p> + The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms. If you use our data, please <a href="/about/attribution">cite our work</a>. + </p> + + <div class="applet" data-payload="{"command": "citations"}"></div> +</section><section> + + <div class="hr-wave-holder"> + <div class="hr-wave-line hr-wave-line1"></div> + <div class="hr-wave-line hr-wave-line2"></div> + </div> + + <h2>Supplementary Information</h2> + +</section><section> + + <h4>Cite Our Work</h4> + <p> + + If you find this analysis helpful, please cite our work: + +<pre id="cite-bibtex"> +@online{megapixels, + author = {Harvey, Adam. LaPlace, Jules.}, + title = {MegaPixels: Origins, Ethics, and Privacy Implications of Publicly Available Face Recognition Image Datasets}, + year = 2019, + url = {https://megapixels.cc/}, + urldate = {2019-04-18} +}</pre> + + </p> +</section> + + </div> + <footer> + <ul class="footer-left"> + <li><a href="/">MegaPixels.cc</a></li> + <li><a href="/datasets/">Datasets</a></li> + <li><a href="/about/">About</a></li> + <li><a href="/about/news/">News</a></li> + <li><a href="/about/legal/">Legal & Privacy</a></li> + </ul> + <ul class="footer-right"> + <li>MegaPixels ©2017-19 <a href="https://ahprojects.com">Adam R. Harvey</a></li> + <li>Made with support from <a href="https://mozilla.org">Mozilla</a></li> + </ul> + </footer> +</body> + +<script src="/assets/js/dist/index.js"></script> +</html>
\ No newline at end of file diff --git a/site/public/research/munich_security_conference/index.html b/site/public/research/munich_security_conference/index.html index 0b625f53..bdaadcac 100644 --- a/site/public/research/munich_security_conference/index.html +++ b/site/public/research/munich_security_conference/index.html @@ -63,10 +63,11 @@ <h3>24 Million Non-Cooperative Faces</h3> <p>In total, we analyzed 30 publicly available face recognition and face analysis datasets that collectively include over 24 million non-cooperative images. Of these 24 million images, over 15 million face images are from Internet search engines, over 5.8 million from Flickr.com, over 2.5 million from the Internet Movie Database (IMDb.com), and nearly 500,000 from CCTV footage. All 24 million images were collected without any explicit consent, a type of face image that researchers call "in the wild".</p> <p>Next we manually verified 1,134 publicly available research papers that cite these datasets to determine who was using the data and where it was being used. Even though the vast majority of the images originated in the United States, the publicly available research citations show that only about 25% citations are from the country of the origin while the majority of citations are from China.</p> -</section><section><div class='columns columns-2'><section class='applet_container'><div class='applet' data-payload='{"command": "single_pie_chart /site/research/munich_security_conference/assets/megapixels_origins_top.csv", "fields": ["Caption: Sources of Publicly Available Non-Cooperative Face Image Training Data 2006 - 2018", "Top: 10", "OtherLabel: Other"]}'></div></section><section class='applet_container'><div class='applet' data-payload='{"command": "single_pie_chart /site/research/munich_security_conference/assets/summary_countries.csv", "fields": ["Caption: Locations Where Face Data Is Used Based on Public Research Citations", "Top: 14", "OtherLabel: Other"]}'></div></section></div></section><section><h3>6,000 Embassy Photos Being Used To Train Facial Recognition</h3> -<p>Of the 5.8 million Flickr images we found over 6,000 public photos from Embassy Flickr accounts were used to train facial recognition technologies. These images were used in the MegaFace and IBM Diversity in Faces datasets. Over 2,000 more images were included in the Who Goes There dataset, used for facial ethnicity analysis research. A few of the embassy images found in facial recognition datasets are shown below.</p> +</section><section><div class='columns columns-2'><section class='applet_container'><div class='applet' data-payload='{"command": "single_pie_chart /site/research/munich_security_conference/assets/megapixels_origins_top.csv", "fields": ["Caption: Sources of Publicly Available Face Image Training Data 2006 - 2018", "Top: 10", "OtherLabel: Other"]}'></div></section><section class='applet_container'><div class='applet' data-payload='{"command": "single_pie_chart /site/research/munich_security_conference/assets/summary_countries.csv", "fields": ["Caption: Locations Where Face Data Is Used Based on Public Research Citations", "Top: 14", "OtherLabel: Other"]}'></div></section></div></section><section><h3>Over 6,000 Embassy Photos Found in Facial Recognition Training Datasets</h3> +<p>Of the 5.8 million Flickr images in publicly available face recognition training datasets there were over 6,000 photos from Embassy Flickr accounts. These images were mainly used in the MegaFace and IBM Diversity in Faces datasets. Over 2,000 more images were included in the Who Goes There dataset, used for facial ethnicity analysis research for a total over 8,000 embassy images used in facial analysis studies. A few of the embassy images found in facial recognition datasets are shown below.</p> </section><section><div class='columns columns-2'><section class='applet_container'><div class='applet' data-payload='{"command": "single_pie_chart /site/research/munich_security_conference/assets/country_counts.csv", "fields": ["Caption: Photos from these embassies are being used to train face recognition software", "Top: 4", "OtherLabel: Other", "Colors: categoryRainbow"]}'></div></section><section class='applet_container'><div class='applet' data-payload='{"command": "single_pie_chart /site/research/munich_security_conference/assets/embassy_counts_summary_dataset.csv", "fields": ["Caption: Embassy images were found in these datasets", "Top: 4", "OtherLabel: Other", "Colors: categoryRainbow"]}'></div></section></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/site/research/munich_security_conference/assets/4606260362.jpg' alt=' An image in the MegaFace dataset obtained from United Kingdoms Embassy in Italy'><div class='caption'> An image in the MegaFace dataset obtained from United Kingdom's Embassy in Italy</div></div> -<div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/site/research/munich_security_conference/assets/4749096858.jpg' alt=' An image in the MegaFace dataset obtained from the Flickr account of the United States Embassy in Kabul, Afghanistan'><div class='caption'> An image in the MegaFace dataset obtained from the Flickr account of the United States Embassy in Kabul, Afghanistan</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/site/research/munich_security_conference/assets/4730007024.jpg' alt=' An image in the MegaFace dataset obtained from U.S. Embassy Canberra'><div class='caption'> An image in the MegaFace dataset obtained from U.S. Embassy Canberra</div></div></section><section><p>This brief research aims to shed light on the emerging politics of data. A photo is no longer just a photo when it can also be surveillance training data, and datasets can no longer be separated from the development of software when software is now built with data. "Our relationship to computers has changed", says Geoffrey Hinton, one of the founders of modern day neural networks and deep learning. "Instead of programming them, we now show them and they figure it out."<a class="footnote_shim" name="[^hinton]_1"> </a><a href="#[^hinton]" class="footnote" title="Footnote 1">1</a>.</p> +<div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/site/research/munich_security_conference/assets/4749096858.jpg' alt=' An image in the MegaFace dataset obtained from the Flickr account of the United States Embassy in Kabul, Afghanistan'><div class='caption'> An image in the MegaFace dataset obtained from the Flickr account of the United States Embassy in Kabul, Afghanistan</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/site/research/munich_security_conference/assets/4730007024.jpg' alt=' An image in the MegaFace dataset obtained from U.S. Embassy Canberra'><div class='caption'> An image in the MegaFace dataset obtained from U.S. Embassy Canberra</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/site/research/munich_security_conference/assets/7118211377.jpg' alt=' An image in the MegaFace dataset obtained from US Embassy Tokyo Flickr account'><div class='caption'> An image in the MegaFace dataset obtained from US Embassy Tokyo Flickr account</div></div> +<div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/site/research/munich_security_conference/assets/7645865468.jpg' alt=' An image in the MegaFace dataset obtained from U.S. Embassy Kingston Jamaica'><div class='caption'> An image in the MegaFace dataset obtained from U.S. Embassy Kingston Jamaica</div></div></section><section><p>This brief research aims to shed light on the emerging politics of data. A photo is no longer just a photo when it can also be surveillance training data, and datasets can no longer be separated from the development of software when software is now built with data. "Our relationship to computers has changed", says Geoffrey Hinton, one of the founders of modern day neural networks and deep learning. "Instead of programming them, we now show them and they figure it out."<a class="footnote_shim" name="[^hinton]_1"> </a><a href="#[^hinton]" class="footnote" title="Footnote 1">1</a>.</p> <p>As data becomes more political, national AI strategies might also want to include transnational dataset strategies.</p> <p><em>This research post is ongoing and will updated during July and August, 2019.</em></p> <h3>Further Reading</h3> @@ -88,7 +89,8 @@ <h2>Supplementary Information</h2> -</section><section class='applet_container'><div class='applet' data-payload='{"command": "load_file /site/research/munich_security_conference/assets/embassy_counts_public.csv", "fields": ["Headings: Images, Dataset, Embassy, Flickr ID, URL, Guest, Host"]}'></div></section><section> +</section><section class='applet_container'><div class='applet' data-payload='{"command": "load_file /site/research/munich_security_conference/assets/embassy_counts_public.csv", "fields": ["Headings: Images, Dataset, Embassy, Flickr ID, URL, Guest, Host"]}'></div></section><section><p>The list of of embassies used for this analysis are from the <a href="https://www.state.gov/global-social-media-presence/">U.S. Department of State’s Social Media Presence List</a> combined with manual search results. In some cases, the official U.S. Dept. of State list describes consulates and missions as embassies. For example, the US Consulate Munich, the US Mission Canada and is marked as "EMBASSY". Only consulates and missions listed as embassies by the U.S. Dept. of State list are included in this analysis.</p> +</section><section> <h4>Cite Our Work</h4> <p> |
